PDI Dashboards, Analysis, & Insights
This page aggregates dashboards, analysis, and insights generated or owned by the Product Data Insights team.
Dashboards
Here is a list of Tableau dashboards owned by the Product Data Insights team. Note:
- Viewing dashboards in the
gitlab:safe-dashboardspace may require additional steps to obtain SAFE Dashboard access if you do not already have SAFE access - This list includes dashboards in draft. Dashboards carrying the
Drafttag should not be used for reporting.
| Dashboard Name | Description | Date | Location | SAFE Access Required? |
|---|---|---|---|---|
| Product Data Insights General Collection | This is a Tableau Collection containing analytics resources that are broadly useful to the Product Org. | Ongoing | Product/General | N |
| Product Data Insights SAFE Collection | This is a Tableau Collection containing SAFE analytics resources that are broadly useful to the Product Org. | Ongoing | Product/SAFE | Y |
| PD: Cloud Licensing Adoption Dashboard | This dashboard provides insights on adoption of Cloud Licensing | FY24 Q1 | Ad-hoc/Product/SAFE | Y |
| PD: Centralized Product Usage Metrics | Monthly reporting metrics and trends for product performance indicators | FY24 Q4 | Ad-hoc/Product/General | N |
| PD: Firmographic Product Metric Usage | Segment metric usage by company size, industry, and seat count. | FY24 Q4 | Development/Product/SAFE | Y |
| PD: Code Suggestions | Code Suggestions usage (ex: User Count), quality (ex: Acceptance Rate), and performance (ex: Load Time) metrics over time by delivery, language, etc. | FY24 Q4 | Development/Product/General | N |
If you have any questions about using and/or interpreting the insights from these dashboards,
please reach out to the dashboard owner or tag @product-analysts in the #data channel on Slack.
Analysis & Insights
| Analysis | Description | Date |
|---|---|---|
| Groups per Organization Metric Exploration | Establishes usage benchmarks (days used per month and consecutive months used) for group event usage. | FY24 Q1 |
| Release AMAU Decline Investigation | What caused the decline of Release AMAU from November 2022? | FY24 Q1 |
| Average Environments for Namespaces and Projects | This analysis covers what the average number of environments and environment variables projects and namespaces on GitLab.com use | FY24 Q1 |
| Payments declined due to lack of 3D Secure Authentication | This analysis gives us insights on how many payments are declined because we lack 3D Secure functionality | FY24 Q1 |
| Understanding user accounts with invalid zip/city combination | This analysis gives us insights on the impact of how many customers can not purchase a subscription if they have an invalid zip/city combination | FY24 Q1 |
| SaaS Team Activation Metric 2022 | Covers the development of a Growth and Marketing metric used to identify team actions performed in the 1st 14 days that are predictive of paid conversion and retention. | FY23 Q4 |
| Secrets Management Usage Spike | What caused a spike in Secrets Management Usage in August 2022? | FY23 Q3 |
| Investigation How Remote:Include Timeouts on GitLab.com | This analysis investigates why there was a large spike in HTTP 503 errors when running pipelines | FY23 Q4 |
| Verify Benchmark Analysis | This analysis was done to get an understanding of what typical test environments look like for Verify users | FY23 Q4 |
| Delayed Value Analysis | Studies key feature usage among Trial-to-Paid conversions and presents how trial feature adoption expedites paid feature adoption. | FY23 Q4 |
| CI Runner Usage for Accounts with 1000+ Seats | Study of the CI Runner Usage of large accounts with more than 1000+ | FY23 Q4 |
| Analysis of User Caps feature usage and account growth | This analysis gives us insights on correlation between ‘User Cap’ feature usage and growth metrics | FY23 Q4 |
| Analysis on behavior of Change Linked Namespace flow | This analysis gives us insights on how many SaaS subscriptions change their assigned Namespace | FY23 Q4 |
| Characterize CI -> SAST Funnel among Free Projects | Analysis to understand how SAST usage churns over time, and how much of this churn is due to dormant projects (that aren’t using CI) vs. active projects that disable SAST. | FY23 Q3 |
| Relationship between Sec Section Features & Ultimate Customer’s Purchase Decisions | Dissection of post purchase survey data to identify how important Sec features were in motivating Ultimate plan purchases. | FY23 Q3 |
| Free vs. Paid. vs OSS/EDU Subscriptions: Engagement Comparison | Comparison of similar metrics (SpO, user-stage engagement, Service Ping Opt-In rate, version adoption rate, etc) based on subscription type (Paid, Free, OSS/EDU) | FY23 Q3 |
| Verify Usage Patterns for Legitimate users & Malicious Users | Study of initial concurrent pipeline & job usage among free accounts to determine benchmarks between legitimate and malicious users | FY23 Q3 |
| Valuable Signup Metric 2022 | Covers the development of a Growth and Marketing metric used to narrow down to a subset of the GitLab.com user population with a higher likelihood of converting to paid. | FY23 Q3 |
| Understand User Adoption of Truncating Container Registry Image Name | A deep dive into the usage of truncating registry image names to determine rollout to all users | FY23 Q3 |
| SaaS & Self-Managed Purchase Funnel Analysis Overview | Deep dive analysis with multiple insights for SaaS & Self-Managed purchase funnel | FY23 Q2 |
| FY23-Q2 xMAU Estimation Exploration | Exploration into viability of different Self-Managed estimation methodologies using data models available in July 2022 | FY23 Q2 |
| Release Stage Retention: SaaS vs Self-Managed | What is causing the large discrepancy between Release retention on SaaS vs Release retention on Self-Managed? | FY23 Q2 |
| Projects and Namespaces that use GitLab.com Terraform State | A deep dive into the percentage of projects and namespaces use the GitLab.com Terraform state. | FY23 Q2 |
| User Impact of Turning Off Certificate-Based Clusters | How many users (internal and external) will be affected by turning off certificate-based clusters? | FY23 Q1 |
| SaaS Trial Firmographic Analysis | FY22 Q4 | |
| FY22-Q3 xMAU Estimation Exploration | Exploration into viability of different Self-Managed estimation methodologies using data models available in August 2021 | FY22 Q3 |
| Paid SpO Trends among Retained and Churned Namespaces | What stage adoption trends are present when looking at churning namespaces vs.retained namespaces? | FY22 Q3 |
| SSO Login Deep Dive Analysis | Takes a deep look into registrations that are created through SSO and what their subsequent product usage looks like | FY22 Q2 |
| Secure Free-to-Paid Funnel and Feature Adoption Analysis | Which Secure features are the most adopted during trials and which features have the highest correlation with Ultimate plan paid conversion? | FY22 Q2 |
| Stage Adoption Patterns: SCM <> Code Review <> CI | How do organizations go from using SCM to Verify, and is Code Review used between or after these stages? | FY22 Q1 |
Last modified March 5, 2024: Update Tableau link, clean up formatting (
f31033e6)
