
Collecting video performance telemetry from a range of apps and set-top boxes may be challenging, especially when analyzing and comparing the data. To evaluate this data effectively, a key factor is to ensure that the data uses a consistent naming for the metadata and that metrics are comparable.
By achieving consistency in these areas, it becomes easier to compile and compare the performance of data across platforms, which in turn helps identify areas for improvement and optimize the overall viewer experience.
Correlating service performance with usage on different platformsTypically, telemetry plugins are used to ensure that metrics' names relate to the same underlying metrics, where the mapping between standardized metric names and player events is already done. For environments that are more complex, this is done during the integration project and subsequent validation.
When it comes to metadata, one of the most important data is the names of the channels and assets. This data includes the live/VOD specification, the name of the channel, the VOD asset name, and the name of the service to which the asset belongs to.
Without consistency here, it becomes difficult or impossible to correlate the service performance and usage between various platforms. One of the reasons for this is that different platforms can use different sources of ground truth in terms of the naming of channels, apps names, or version names.
Another reason is that simple little errors during instrumentation such as writing Channel A instead of Channel a often leads to different names.
Agama Metadata ExplorerOf course, ensuring that naming is correct already at the source is something that one should strive for. We provide several tools such as our Metadata Explorer app, to make it as fast and easy as possible to determine the metadata that is being used by various apps, devices, and integration versions.
The metadata explorer is a separate application where the reported metadata from all devices is visualized - the histogram shows the distribution of the values for every metadata field. By clicking on a specific value, such as a specific software version, all metadata is updated to show just the data from those devices. This allows for quick validation that metadata is correct for new versions of Apps and devices.
Nevertheless, even in the best of worlds, mistakes and integration differences will always exist. For this reason, we provide a comprehensive set of backend processing tools that standardize channel- and asset names.
Data washing is a must for complex deploymentsWhen the video is consumed, the backend continuously receives metric and event data from the app or device. This data includes the URI and optional metadata, such as an asset name, whether it is VOD or live, and other information. In the case that one wants to correct missing or incorrect channel names, a rule-based system can be enabled. It allows you to define rules that will match a URI to extract a relevant part of it. This will naturally vary from one deployment to another. The extracted identifier is then mapped to the actual channel name.
Multiple naming schemes can be supported concurrently by supporting various rule sets that can be applied in order of priority and per type of service.
With the channel name now corrected, it can be correlated and analyzed in the Agama system, used as the basis for Content Engagement Analytics, or used in an external data lake, regardless of the app used initially.
In a complex deployment scenario, data washing is a must in order to support a data-driven way of working.
ConclusionIn general, the app and device data analysis require data cleaning. Whether you're dealing with metadata or more complex data types, it is essential to ensure that the information is correct, complete, and consistent.
This article's recommended Metadata Explorer app offers features that make metadata management more efficient, allowing users to verify that naming and metrics remain consistent. Keep in mind that data cleaning is a continuous activity that should be conducted on a regular basis to maintain maximum efficiency, reduce mistakes, and optimize the value of your data.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
01/04/2026
January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION
Douyin Users Can Now Create And Share Videos With Stun...
23/03/2026
The Professional Fighters League (PFL) has renewed its multi-year partnership wi...
23/03/2026
The Snow League has named Google Cloud as its Official Cloud and AI Partner. The...
23/03/2026
Chyron has appointed Eric Wolff as Director of Venues Sales, North America. Wolff previously served as Director of Broadcast Operations & Media Production for T...
23/03/2026
Chicago Sports Network (CHSN) and Weigel Broadcasting's WCIU (The U, ch. 26.1) will simulcast 10 Chicago White Sox games during the 2026 season, the compani...
23/03/2026
Cosm has appointed Jon Werbeck as Vice President, Head of Sponsorships. He will report to Corey Breton, Head of Venues, and will focus on corporate sponsorship ...
23/03/2026
CP Communications has announced a partnership with Mark Roberts Motion Control (...
23/03/2026
NAB Show 2026, taking place April 18-22 (exhibits April 19-22) at the Las Vegas ...
23/03/2026
Bay FC and free streaming platform Victory have announced a partnership through...
23/03/2026
Gemini AI models will surface hidden context around pitches, matchups, rare stat...
23/03/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
23/03/2026
Growing from broadcast engineer to strategic planner, this Ithaca College grad h...
23/03/2026
16 Science-Focused Nonfiction Projects Selected for Funding
LOS ANGELES, CA, March 23, 2026 - The nonprofit Sundance Institute and Sandbox Films announced toda...
23/03/2026
It's been 20 years since Miley Cyrus introduced the world to Hannah Montana,...
23/03/2026
Made entirely from real natural recordings
Aimed at sound designers and editors working in film, TV and game audio, the latest release from BOOM Library com...
23/03/2026
Transcribe sheets, tabs or MIDI from audio files
Klang.io have announced the launch of a new AI-powered software tool that's capable of detecting multip...
23/03/2026
An auxiliary target has been affixed to the Interim Cryogenic Propulsion Stage f...
23/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/03/2026
Pro8mm, the Super 8 experts, provided cameras, Super 8 movie film, and scanning services for Bruno Mars' Risk It All music video. The debut single from Br...
23/03/2026
Matthews, introduces their first aluminum grid clamp collection, engineered for the rigging needs of film, television and live production. Combining light weigh...
23/03/2026
Monday 23 March 2026
Hacks, the multi-Emmy -winning Sky Exclusive comedy, retur...
23/03/2026
Back to All News
Too Hot to Handle: Italy Reignites for a Second Season With th...
23/03/2026
Autonomous agents mark a new inflection point in AI. Systems are no longer limited to generating responses or reasoning through tasks. They can take action: Age...
23/03/2026
RT is sad today to learn of the death of legendary RT Sport broadcaster Michael Lyster, who died this morning aged 71 years.
Kevin Bakhurst, Director-General...
23/03/2026
RT Documentary On One has scooped its first ever dedicated music award. At the 2026 Icelandic Music Awards, composer lfur Eldj rn won Release of the Year in t...
23/03/2026
Inside Sport, Liveline, Morning Ireland and 2FM DRIVE will all be in Prague to bring fans to the heart of the action
Every Moment, Every GenerationRT | FIFA W...
22/03/2026
Free updates now available
VSL have just released some free updates that add some existing features to a selection of libraries in their expansive Synchron ...
22/03/2026
Back to All News
Live-Action Sins of Kujo' Premieres April 2: Main Trailer and Key Art Debut
Entertainment
22 March 2026
GlobalJapan
Link copied to cl...
21/03/2026
Presented to War Child UK's HELP(2) project
The MPG (Music Producers Guild) have announced the launch of the MPG Impact Award, a brand-new honour that w...
21/03/2026
Microtuning support for Arabic, Persian & Turkish scales
The latest release from Best Service brings together a selection of string, wind and percussion ins...
21/03/2026
New campaign from NAATI and SBS CulturalConnect highlights how we all deserve t...
21/03/2026
Statement regarding Rhoda Roberts AO
21 March, 2026
Media releases
SBS is deeply saddened by the passing of Widjabul Wia-bal woman from the Bundjalung Na...
21/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
21/03/2026
Cine Gear Connect NY, presented by Universal Production Services, is filling in the slate for a full day of panels, peers, learning the latest, and mixing it up...
21/03/2026
Studio Technologies Debuts New StudioComm System at NAB 2026
Brie Clayton March 20, 2026
0 Comments
StudioComm Model 794 Central Controller and Model ...
21/03/2026
Restoration Christian Fellowship Captures Worship Music Videos with PYXIS 12K
Brie Clayton March 20, 2026
0 Comments
PYXIS' open gate provides cre...
20/03/2026
Net Insight will introduce a JPEG XS solution for full IP environments at NAB Sh...
20/03/2026
LTN has expanded its technology partnership with Harmonic ahead of the FCC's...
20/03/2026
Solid State Logic will preview SSL Live V6.2 at NAB Show, booth C6907. The softw...
20/03/2026
FUJIFILM North America Corporation's Optical Devices Division has announced ...