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...
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...
13/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
13/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
13/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
13/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
13/01/2026
Luxembourg, December 17, 2025 - SES S.A. ( SES or the Company ), a leading spa...
12/01/2026
Sports and Music Unite: A Look Back at the Operationally Ambitious FIFA Club Wor...
12/01/2026
Nielsen Panel Discussion Highlights World Cup Impact for FOX, Telemundo, MetLife...
12/01/2026
FIFA President Infantino Highlights How AI Will Impact 2026 FIFA World Cup and B...
12/01/2026
Baltimore Ravens' Jack Dana on Telling a Better Story With Media Management ...
12/01/2026
FOX Sports' Brad Cheney on Spectrum Debate's Impact on the Sports-Produc...
12/01/2026
Spotify's new co-CEOs, Alex Norstr m and Gustav S derstr m, start off the new year with a message of renewed leadership, creative responsibility, and what&#...
12/01/2026
At Spotify, we listen to a lot of music. And every year, our global editors and artist partnerships teams come together to spotlight the emerging voices we beli...
12/01/2026
Spotify's global editors and Songwriter & Publisher Partnerships team spend their days immersed in new music, tracking the writers behind the songs breaking...
12/01/2026
Nominations open for the fifth Australia for UNHCR - SBS Les Murray Award for Re...
12/01/2026
Australia and New Zealand VP Alan Clements shares L3Harris' leadership insig...
12/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
12/01/2026
Berklee International Folk Festival Celebrates 40 Years Featuring Grammy-winning alumna Arooj Aftab, the milestone concert and weeklong festival marks four de...
12/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
12/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
12/01/2026
X-Rite and Rhopoint Launch Rhopoint PANTORA Aesthetix to Streamline Creation of...
12/01/2026
12 Jan 2026
VEON's Kyivstar Launches 5G Pilot in Lviv Lviv, January 12, 2026 - VEON, a global digital operator (Nasdaq: VEON), today announces that Kyivsta...
12/01/2026
Monday 12 January 2026
The ultimate betrayal: Harry and Jamie Redknapp, Paul Me...
12/01/2026
Rohde & Schwarz opens larger office in Japan to increase its support for the Jap...
12/01/2026
Back to All News
WWE By the Numbers: Celebrating One Year on Netflix
From left to right: Rey Mysterio, Intercontinental Champion John Cena and Sheamus celebr...
12/01/2026
Welcome to the AVECO team: introducing new members of management
At AVECO, we are continuing to implement our #newAVECO strategy, which aims to build an even s...
12/01/2026
For the first time in the nine-year history of Dancing with the Stars, the first...
10/01/2026
By Bailey Pennick
One of the most exciting things about the Sundance Film Festi...
10/01/2026
This year, podcasts are making their Golden Globes debut with a new category honoring the medium's leading shows and creators. To mark the occasion, Spotify...
10/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
10/01/2026
Back to All News
Connection and Youth Defined: The Ramparts of Ice Brings a Hea...
09/01/2026
Rock-It Sports' Deron Brown & Laura Rowlands on Launching a New Brand, Suppl...
09/01/2026
Warner Bros. Discovery's Chris Brown on the Broadcaster's First French O...
09/01/2026
NFL Playoffs 2026: CBS Sports Travels to Jacksonville With Packed Arsenal of Pro...
09/01/2026
NFL Playoffs 2026: NBC Sports Is Set To Roll Out New Scorebar, Insert Graphics T...
09/01/2026
NFL Playoffs 2026: Prime Video Production Team Caps Historic Season With Iconic ...
09/01/2026
NFL Playoffs 2026: FOX Sports Kicks Off Postseason Slate With Two-Game Wild Card...
09/01/2026
NFL Playoffs 2026: ESPN's Run Brings Monday Night Football' Flagship Op...
09/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
09/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
09/01/2026
SMPTE , the home of media professionals, technologists, and engineers, today introduced the board officers and regional governors who will serve terms beginning...
09/01/2026
Globecast, the leading provider of broadcast, media and entertainment managed services, today announced the appointment of Chris Pulis as Group Chief Technology...
09/01/2026
The Hollywood Professional Association (HPA) today announced several updates to its board of directors. As part of HPA s annual governance cycle, new leadership...
09/01/2026
SDVI, the leading platform provider for cloud-native media supply chains, today announced that Simon Eldridge has been appointed chief operating officer. In thi...
09/01/2026
Cobalt Digital, the leading designer and manufacturer of award-winning ST 2110 and SDI signal processing products, and a founding partner in the openGear initi...
09/01/2026
iWedia, a global leader in connected TV software solutions, announces that its market-proven ATSC 3.0 software stack is powering the broadcast functionality of ...
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.
