[Resource](/blog-category/resource/) April 3, 2022 # Changelog: Company Identification Change Hello Scarf Community! While checking your Package Insights, you may have noticed the appearance of “UNKNOWN” in the \`Views by Company\` section. In order to provide the most accurate company information possible, we’ve made some improvements to our data processing system and how we display our results. By Christina Gorton ![Changelog: Company Identification Change](/imported/social-og/7eb1050af1bdb408-59558fb4.png) ![Supporting image 1 for Changelog: Company Identification Change](/imported/posts/7cb2fccc2b373bb8.png) Hello Scarf Community! While checking your Package Insights, you may have noticed the appearance of “UNKNOWN” in the _\`Views by Company\`_ section. In order to provide the most accurate company information possible, we’ve made some improvements to our data processing system and how we display our results. ## What has Changed? When Scarf shows reports your software was downloaded by a company, the IP metadata denotes the connection belongs to a business, as opposed to an ISP, government, or cloud provider. Some Scarf users were still seeing unexpected telecom providers in their Scarf company reports, despite what the metadata claimed. We made improvements to our data processing pipeline to greatly reduce the rate of this kind of miscategorization. Moving forward, when Scarf sees an IP address that is marked as a business, but there is uncertainty of the identity of the company, it will be marked as “Unknown”, rather than simply the owner of the IP block. ### More Accurate Company Identification This change is an upgrade that will now provide you with more accurate and reliable analytics, with a better signal to noise ratio. Please note that while new data will be processed in this manner, we have not backfilled this fix on historical data. We will be reprocessing historical data to reflect these changes as soon as possible. ### That’s it! If you have any feedback or questions please let us know in the Scarf Community Slack. Related Resources [![](/imported/social-og/56df6684ceae399c-9c0647d5.png) Resource Sep 5, 2023 ### Beyond the Surface: How to Engage with the Quiet Members of your Open Source Community In the dynamic realm of community management, marketing, and developer relations, success depends upon more than just attracting attention. It's about fostering meaningful relationships, nurturing engagement, and amplifying your community's impact. ](/post/beyond-the-surface-how-to-engage-with-the-quiet-members-of-your-open-source-community/)[![](/imported/social-og/9277af8f0c81f6d2-3589135f.png) Resource Sep 1, 2023 ### Why Open Source Projects and Companies Should Adopt "Open Source Qualified Leads" The modern digital age, driven by the proliferation of open-source projects, is as much about community as it is about the code. This means understanding and engaging with potential adopters, contributors, and users becomes critical for the health and success of a project or product. Here enters the concept of "Open Source Qualified Leads" (OQL). ](/post/why-open-source-projects-and-companies-should-adopt-open-source-qualified-leads/)[![](/imported/social-og/dfcfee806089be6a-45bd3ca2.png) Resource Aug 3, 2023 ### Mastering Telemetry in Open Source: A Simple Guide to Building Lightweight Call Home Functionality Implementing a call-home functionality or telemetry within open-source software often raises privacy concerns within the community. Many parties, including enterprise security teams, customer advocates, and developers, express rightful apprehensions about the transmission, storage, and usage of data. ](/post/mastering-telemetry-in-open-source-a-simple-guide-to-building-lightweight-call-home-functionality/) Article Notes [**Browse all resources** Search, categories, and latest Scarf writing. ](/resources)[**See pricing** Understand how Scarf packages its offering. ](/pricing) On this page [What has Changed?](#what-has-changed)[More Accurate Company Identification](#more-accurate-company-identification)[That’s it!](#thats-it)