Product Analytics/Data products

Dashboards

The following dashboards are maintained by the Product Analytics team:

Dashboard	Maintainer(s)	Team/project	Technology/methodology keywords (e.g. Jupyter, Superset, Presto, Druid)
Android Monthly Metrics Dashboard	Shay Nowick	Android	Superset, Presto
iOS Monthly Metrics Dashboard	Shay Nowick	iOS	Superset, Presto
IP Masking Dashboard	Jennifer Wang	Trust & Safety Product	Superset, Presto
Content Translation Key Metrics	Krishna Chaitanya Velaga	Language	Superset, Druid
Wikifunctions top-level tracker	Megan Neisler	Abstract Wikipedia	Superset, Presto
Wikipedia Preview Dashboard	Connie Chen	Inuka	Superset, Presto, Airflow
Talk Pages Project	Megan Neisler	Editing	Superset, Druid
Sub-Saharan Africa Editors	Megan Neisler	Editing	Superset, Presto
Structured Data on Commons Dashboard	Connie Chen	Structured Content	Superset, Presto
Media Search Dashboard	Connie Chen	Structured Content	Superset, Presto
TWL Eligibility Notifications	Krishna Chaitanya Velaga	Moderator Tools	Superset
FY23-24 WE 1.1 KR Tracker	Mikhail Popov	Wiki Experiences	Superset, Presto
Citation Needed dashboard	Irene Florez	Future Audiences	Superset, Airflow

Reports/analyses

The following reports & analyses have been used to provide insights and inform decision-making:

Report/analysis	Date	Phabricator	Author(s)	Team/project	Description/decision/methods
SDoC Initial Metrics	2017-11-30	T187827	Chelsy Xie	Search
Understand the impact of video campaign on traffic to Hindi Wikipedia	2018-12-03	T204275	Chelsy Xie	iOS
Do readers use categories, or just editors?	2018-12-05	T211142	Tilman Bayer	Community Relations Specialists
Time to first link interaction	2019-02-21	T186016	Tilman Bayer	Web
Impact of the wikitext editing tools on the iOS app	2019-04-16	T218169	Chelsy Xie	iOS
Topics of articles translated by Google from English Wikipedia	2019-04-25	T219660	Chelsy Xie	Toledo
iOS app edit and registration block	2019-07-10	T214628	Chelsy Xie
iOS metrics review for FY18-19	2019-07-12	T227615	Chelsy Xie	iOS
Determine the pageview (and if possible, search impression) impact of automatic SERP translations	2019-07-17	T222154	Chelsy Xie	Toledo
AMC Metrics Status Report (FY2018-2019)	2019-07-18	T226661	Megan Neisler	Web - Advanced Mobile Contributions
Understand the impact of video campaign on traffic to Spanish Wikipedia from Mexico	2019-08-02	T215995	Chelsy Xie	New Readers
FY18-19 Annual Plan Metrics			Mikhail Popov	Android
Section Editing A/B test in Mobile Visual Editor	2019-06-12	T223302	Mikhail Popov	Editing	Uses: hierarchical regression
Sitemaps initial test	2018-10-10	T202643	Mikhail Popov	SEO	Uses: Bayesian, time series, intervention, hierarchical regression
Sitemaps wider test	2019-06-20	T209720	Mikhail Popov	SEO	Uses: hierarchical regression
sameAs A/B test	2019-03-07	T209891	Mikhail Popov	SEO	Uses: hierarchical regression
Page previews A/B test	2016-12-19	T145770	Tilman Bayer	Reading
Web FY18-19 Annual Plan Metrics			Megan Neisler	Web
Ptwiki Intervention Impact Report			Jennifer Wang	Anti-harassment
Add a Link experiment analysis			Morten Warncke-Wang	Growth	Uses: Hierarchical logistic regression, zero-one-inflated beta models, zero-inflated negative binomial models
Newcomer task edit type analysis			Morten Warncke-Wang	Growth	Part of Newcomer tasks work
Newcomer task milestone analysis	2023-02-13	T322433	Morten Warncke-Wang	Growth
MediaSearch Interleaved A/B Test			Morten Warncke-Wang	Structured Data	Uses: team-draft interleaving, bootstrapping
Welcome Survey Initial Report			Morten Warncke-Wang	Growth
EditorJourney Initial Report			Morten Warncke-Wang	Growth
Help Panel editor activation rate			Morten Warncke-Wang	Growth
Homepage discovery rate			Morten Warncke-Wang	Growth
Homepage discovery rate Feb 2020 revisit			Morten Warncke-Wang	Growth
Newcomer Tasks Initiation A/B test			Morten Warncke-Wang	Growth	Hierarchical logistic regression
Newcomer Tasks Initiation A/B test: tagged edit completion rate			Morten Warncke-Wang	Growth	Herarchical logistic regression
New Topic Tool AB test report	2022-04-13	T277825	Megan Neisler	Editing	Part of series of experiments testing Talk pages project features; uses hierarchical logistic regression
Reply Tool AB Test report	2021-04-23	T252057	Megan Neisler	Editing	Part of series of experiments testing Talk pages project features; uses hierarchical logistic regression
Topic Notification AB test report	2022-08-05	T280897	Megan Neisler	Editing	Part of series of experiments testing Talk pages project features
Mobile DiscussionTools AB test report	2023-02-02	T298062	Megan Neisler	Editing	Part of series of experiments testing Talk pages project features
Mentorship preliminary analysis	2023-08-14	T341387	Morten Warncke-Wang	Growth
Impact Module experiment results	2023-08-18	T327581	Morten Warncke-Wang	Growth	First part of the Positive Reinforcement features
Levelling up experiment results	2023-10-27	T328057	Morten Warncke-Wang	Growth	Second part of the Positive Reinforcement features
Personalized praise experiment results	2024-01-22	T314387	Morten Warncke-Wang	Growth	Third part of the Positive Reinforcement features
Usability Improvements AB test report	2023-07-25	T302358	Megan Neisler	Editing	Part of series of experiments testing Talk pages project features
Edit Check baseline analysis report: VisualEditor edits that add new content and include a reference	2023-08-11	T332848	Megan Neisler	Editing	Part of a series of baseline analyses planned to help measure impact of the edit check project
Zebra page separation A/B Test Analysis on pageviews metric	2023-08-07	T335379	Jennifer Wang	Web	One of the reports for Zebra page separation A/B test.
Skin preference analysis on a subset of wikis	2023-09-20	T346979	Jennifer Wang	Web	Part of series of analyses for Vector-2022 deployment
Section Level Image Suggestions Notifications Reports	2023-09-11	T331290	Connie Chen	Structured Content	Part of image suggestion notifications
Community Wishlist Survey Historical Metrics 2023	2023-11-22		Krishna Chaitanya Velaga	Community-Tech	To understand how the Community Wishlist Survey process could be improved to keep up with the growing needs of the movement, referred to as the Future of the Wishlist.
Mobile Entry Points Funnel Analysis - Section Translation (v1)	2024-01-05	T328913	Krishna Chaitanya Velaga	Language	First iteration of flow of users through Content (section) Translation workflow.
Add an Image experiment analysis	2024-04-11	T311531	Morten Warncke-Wang	Growth	The second structured tasks experiment for the Growth team.
Reference Check AB Test Analysis	2024-05-03	T342930	Megan Neisler	Editing	Part of Edit Check
Wiki-Highlights Experiment (Deck)	2024-03-20	T355224	Connie Chen	Inuka	Wiki-Highlights
Variables Affecting Deletion Rate of Articles Created through the Content Translation tool	2024-04-23	T356765	Krishna Chaitanya Velaga	Language
Machine Translation Service Analysis Report 2024	2024-10-22	T370749	Krishna Chaitanya Velaga	Language and Product Localization	Uses: Quarto

Software

The following software is maintained by individual members of the Product Analytics team:

Software	Status	Maintainer(s)
{waxer} package for Wikimedia Analytics API in R	Inactively maintained	Mikhail Popov

Archive

Inactive dashboards

Dashboard	Maintainer(s)	Team/project	Technology/methodology keywords (e.g. Jupyter, Superset, Presto, Druid)
Computer-Aided Tagging: usage tracking Note: this is still being updated as of 2024-03-04	Morten Warncke-Wang	Structured Data	Jupyter Notebook, R
Impact of external automatic translation services	Chelsy Xie	Toledo	Jupyter Notebook, Python
Suggested Edits v2 in Wikipedia app	Mikhail Popov	Android	Jupyter Notebook, R
Search User Engagement Dashboard	Connie Chen	Search	Superset, Presto
Search Breakdown Metrics Dashboard	Connie Chen	Search	Superset, Presto

Deprecated/unmaintained software

Software	Maintainer(s)
{wmfdata} for R	Mikhail Popov