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
11/12/2025
Dalet, a leading provider of cloud-native, end-to-end media workflow solutions, ...
02/12/2025
Case Study: How Mid-Atlantic Sports Network Moved to All-IP Distribution in 60 D...
02/12/2025
2025 Sports Broadcasting Hall of Fame: Lee Corso, Coach, Commentator, FirebrandBy Ken Kerschbaumer
Tuesday, December 2, 2025 - 7:00 am
Print This Story | S...
02/12/2025
SVG All-Stars: Dan Nabors, Senior Director, Remote Engineering, TNT SportsThe veteran tech leader is helping guide Warner Bros. Discovery's at-home' re...
02/12/2025
National Lacrosse League Opens Season With New Cloud-Based Official Replay-Revie...
02/12/2025
Platinum White Paper: The Cinematic Look in Live Production - Bridging Aesthetic...
02/12/2025
SVG India Announces Advisory Board; JioStar's Prashant Khanna Named ChairmanBy Ken Kerschbaumer
Tuesday, December 2, 2025 - 11:15 am
Print This Story |...
02/12/2025
SVG Summit 2025 Preview: New AI Production Tools Workshop' Features ESPN, F...
02/12/2025
Written and directed by Hailey Gates, Atropia won the U.S. Grand Jury Prize: Dramatic at the 2025 Sundance Film Festival....
02/12/2025
The lightweight and highly portable CORVUS-RAVEN, recently demonstrated at the V...
02/12/2025
The lightweight, rugged Panther 2 tri-band VSAT delivers high-speed data communications for Internet, VPN connectivity and video transmission over commercial an...
02/12/2025
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({...
02/12/2025
NGID volunteers in the United States
NGID volunteers in Mexico
NGID volunteers in India
NGID volunteers in Spain
NGID volunteers in Australia
NGID voluntee...
02/12/2025
WASHINGTON The Federal Communications Commission's Media Bureau has issued a reminder that stations in DMAs 111 through 120 must implement its audio descrip...
02/12/2025
SAN DIEGO Sony Electronics today introduced the Alpha 7 V (ILCE-7M5), the fifth generation of its Alpha 7 full-frame mirrorless lineup, powered by the newly dev...
02/12/2025
WASHINGTON The Federal Communications Commission has opened a docket for comments on Nexstar Media Group's proposed $6.2 billion acquisition of Tegna and se...
02/12/2025
WASHINGTON The National Association of Broadcasters has added a trio of media executives, Veronica Rodriguez, Matt Schnaars and Jeff Warshaw, to its board of di...
02/12/2025
MILAN, Italy Brightcove has released seven new features designed to expand global reach, improve audience engagement, enhance live-streaming quality and streaml...
02/12/2025
BCNEXXT, the developers of the advanced playout platform Vipe, today announced a new Service Provider Partner agreement with NPC Media, the Australian managed p...
02/12/2025
DPA Microphones today announces the immediate availability of its new N-Series Digital Wireless Microphone System for customers throughout the U.S. In addition ...
02/12/2025
Hiltron Communications reports a well attended and successful Space Tech Expo exhibition, held at the Messe Bremen from Tuesday November 18 through Thursday Nov...
02/12/2025
The beginning of September saw Riverfire by Australian Retirement Trust, in association with Channel 9 and Triple M, kick off the 2025 Brisbane Festival in spec...
02/12/2025
SGM Lighting is pleased to announce an exciting new partnership with ACT Entertainment, under which ACT will serve as the exclusive distributor for SGM's ne...
02/12/2025
Harmonic (NASDAQ: HLIT) today announced that Telia, the second largest telecom operator in Norway, is modernizing its broadband network with the company's i...
02/12/2025
European cloud data protection specialist Keepit is expanding its sales network in the DACH region and has gained TIM AG, one of the leading value-added distrib...
02/12/2025
Featured products at ISE 2026
This year s ISE 2026 theme "Push Beyond" reflects Calrec s direction of travel. The company is dedicated to supporting the AV an...
02/12/2025
Czech Television, the national public broadcaster, has deployed one of the largest LiveU live production projects in the region for live sports and news coverag...
02/12/2025
Test & measurement innovator, Leader Electronics, has announced the release of v8.2 software for its ZEN and ZEN-W Series, bringing advanced cinematic camera se...
02/12/2025
Global provider of video streaming software and services, Accedo, and OTT platform provider, Magine Pro, have signed a binding agreement to carve out and merge ...
02/12/2025
With proven success in broadcast, OTT, and content supply chains, K.S Avinash set to scale Skandha's service-first approach across APAC
Skandha Media Servi...
02/12/2025
AJA Video Systems has joined the RAVENNA community, a network of partners devoted to advancing the RAVENNA standard for distributing real-time audio over intern...
02/12/2025
HUNT VALLEY, Md. Sinclair and its wholly-owned subsidiary One Media Technologies have released a new report focused on how ATSC 3.0, the IP-based NextGen TV sta...
02/12/2025
WASHINGTON The Federal Communications Commission's Media Bureau has issued a reminder that stations in DMAs 111 through 120 must implement its audio descrip...
02/12/2025
WASHINGTON Members of the Advanced Television Systems Committee have elected four industry veterans to three-year terms on the organization's board of direc...
02/12/2025
A new survey from S&P Global Market Intelligence Kagan highlights how important social media is for younger consumers, with Gen Z spending 5.1 hours a day on so...
02/12/2025
Faculty Notes: Fall/Winter 2025 Recent accomplishments, releases, and events by Berklee faculty.
December 1, 2025
By
Editorial Staff
The cast of Kind of M...
02/12/2025
Ring In The Holidays With Our Biggest Sale Ever On Ivory II Pianos!From now until December 31st, you can save 50% or more on every Ivory II piano and collection...
02/12/2025
Back to All News
Made in America: How Stranger Things' Electrified the US Economy
Entertainment
02 December 2025
GlobalUnited States
Link copied to cl...
02/12/2025
Back to All News
Culinary Class Wars' Season 2 Trailer Teases New Rules, R...
02/12/2025
--
The International Electrotechnical Commission (IEC), the International Organization for Standardization (ISO), and the International Telecommunication Unio...
02/12/2025
Harmonic's cOS Platform Will Redefine Subscribers' Quality of Experience, Lowering Churn SAN JOSE, Calif. - Dec. 2, 2025 - Harmonic (NASDAQ: HLIT) today...
02/12/2025
At AWS re:Invent, NVIDIA and Amazon Web Services expanded their strategic collab...
02/12/2025
S an Nollaig
Hollywood blockbusters The Banshees of Inisherin, Barbie and Oppenheimer make their Irish TV debut
Tune into the classics such as Love Actual...
02/12/2025
Showcasing fresh Irish storytelling and emerging talent Storyland 2025 signals a fantastic time for Irish drama
RT and F s ireann/Screen Ireland are proud to...
01/12/2025
L3Harris and PentenAmio formalise their teaming agreement at MilCIS 2025, streng...
01/12/2025
Artemis II is NASA's first crewed flight test of the Space Launch System rocket and Orion spacecraft. The crew, from left: Commander Reid Wiseman, Pilot Vic...
01/12/2025
IRVINE, Calif. Wooden Camera has introduced its new Accessory Collection for the Canon EOS C50. The new lineup includes a low-profile, gimbal-ready cage, expand...
01/12/2025
WASHINGTON The Federal Communications Commission has released a tentative agenda for its Dec. 18 Open Commission Meeting that will include a vote on a report an...
01/12/2025
In most years, a graph of annual local TV ad spending is about as predictable as an electrocardiogram of a reasonably healthy patient in a doctor's office. ...
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.
