
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 ...
07/10/2026
Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
25/08/2026
NC State's Matthew Byrd breaks down how an IP-based infrastructure is delivering greater flexibility and scalability for Wolfpack productions...
25/08/2026
Deal expands the DTC reach in-market of Capitals, Wizards, Mystics games and oth...
25/08/2026
The two-year renovation period will create a stadium of the future for the NFL f...
25/08/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
25/08/2026
Shell Energy Stadium in Houston has installed a new L-Acoustics A Series loudspeaker system, designed and installed by LD Systems, a Clair Global brand. The 20,...
25/08/2026
FloCollege is expanding its distribution and product offerings for the 2026-27 season, covering more than 20 NCAA partner conferences across Division I, II, and...
25/08/2026
TNA Wrestling and REVOLT have announced a content partnership bringing exclusive TNA Xplosion matches and content from TNA's library to REVOLT.
Our indust...
25/08/2026
Gracenote, Nielsen's content intelligence business, has released its Q3 2026 Data Hub analysis showing that FAST sports programming is growing at more than ...
25/08/2026
Amagi has appointed Thomas d'H rouville as Head of Sales for France, Benelux, and Nordics. Based in Paris, he will lead Amagi's growth strategy across t...
25/08/2026
IPC has appointed CCATech as its channel partner in Brazil, expanding the company's presence in Latin America. CCATech was founded in 2023 by Carlos Abrah o...
25/08/2026
FanConnect has announced the FC4, a multi-output media player designed to drive mid-sized video walls, multi-screen concession stands, and multi-display digital...
25/08/2026
JWX has launched JWX Content Hub, a platform for publisher video that combines content transformation, social distribution, audience engagement, and monetizatio...
25/08/2026
Techex has appointed Stuart Almond as Chief Revenue Officer. Almond brings more than 25 years of experience across technology, media, and telecommunications, ha...
25/08/2026
Grass Valley will demonstrate infrastructure connecting SDI, SMPTE ST 2110, MXL, and software-based processing at IBC2026 (Booth 9.A01, RAI Amsterdam, September...
25/08/2026
Franchises are taking greater ownership of production, distribution, and the fan...
25/08/2026
The first-year circuit for former professional athletes leans on LiveU, Starlink...
25/08/2026
Announcing the 2026 Sundance Institute Breakthrough | Focus Features Fellows
L...
25/08/2026
Auction Part 3 running until 9 September 2026
Soundgas have announced that the latest stage of their John Paul Jones Gear Auction is now live, and that bids...
25/08/2026
Over 60 award-winning artists, songwriters, producers, engineers
The MONO Music Conference (formerly Music Expo SF), San Francisco's premier event for m...
25/08/2026
All three versions receive firmware upgrade
Groove Synthesis have just launched a free firmware update that kits the 3rd Wave out with two major new feature...
25/08/2026
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Lingopal, the AI-powered live translation and localization specialist, is unveiling new platform capabilities at IBC2026 (11 14 September, RAI Amsterdam), helpi...
25/08/2026
Bminty is supporting TV5MONDE in the evolution of its editorial processes through a new AI-assisted press information generation solution. Combining the Louise ...
25/08/2026
Two Cultures. Millions Reached. One Berklee Connection. Meet Annie Dickinson and Zhengxi Zhang-the couple who turned their creative partnership into music car...
25/08/2026
Amagi, the media industry cloud platform for unified broadcast, streaming, and monetization, today announced that Law&Crime has migrated its Court TV channel, s...
25/08/2026
Broadcast Solutions, a leading systems integrator and provider of innovative solutions for the broadcast and media industry, is showcasing the breadth of its ca...
25/08/2026
Thatcham, UK 25 August 2026: Test & measurement innovator, Leader Electronics, has announced that leading broadcast rental company Minitech has purchased a Le...
25/08/2026
Appear's X20 Platform enables visually lossless video contribution with sub-frame latency and full path redundancy for TVTEL's centralised VAR operation...
25/08/2026
World-first demonstration combines 5G Broadcast and Media over QUIC for seamless, ultra-low-latency hybrid media delivery
Big Blue Marble will showcase new dev...
25/08/2026
MNC Software, a global leader in network management and operational support systems tailored to the broadcast and media industry, will showcase its complete sof...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
25/08/2026
Company to Demonstrate Practical AI Applications That Add Value Today and Longer-Term Path Toward Agentic AI
At IBC2026 (Sept. 11 14, RAI Amsterdam, Stand #1.B...
25/08/2026
Serving South Florida with a unique blend of jazz, Latin jazz, salsa, reggae, blues, and culturally reflective programming, WDNA 88.9FM operates as both a tradi...
25/08/2026
GlobalM announced that it is integrating its GMX software-defined media platform with Oracle Cloud Infrastructure (OCI), bringing together Oracle's global c...
25/08/2026
Siena Kelly, Connor Swindells and Sophie Wilde join Boyle in the eight-part series from Working Title Television and Story Films, directed by Emmy and BAFTA nom...
25/08/2026
The critically acclaimed thriller will return to Sky in NovemberTuesday 25 Augus...
25/08/2026
Wuppertal August 25, 2026
Scottish Rugby Expands Managed Coach Communications Partnership With RiedelRiedel Communications today announced the continued expan...
25/08/2026
CUPERTINO, CALIFORNIA Apple today debuted M6 in the new Mac mini and M5 Ultra in...