#dataquality — Public Fediverse posts

Clean only the data that drives insights #data #dataanalytics #Python #DataQuality #DataPreparation

OpenAI builds ads sales org while merchant feed role stays unfilled: Head of Scaled Ads Solutions posting names resellers and BPO channels as next for advertisers, though no listed role yet covers merchant feed data quality. https://ppc.land/openai-builds-ads-sales-org-while-merchant-feed-role-stays-unfilled/ #OpenAI #DigitalMarketing #AdSales #Ecommerce #DataQuality

RE: https://mastodon.social/@arstechnica/116993810947605782

If you don’t believe that #DataQuality matters, read this story.

I agree this is a better way to measure homeownership. By this measure 54.8% of Virginians are actually homeowners, a bit higher than the 53.1% national average. #HPOP #housing #DataQuality https://www.cbsnews.com/news/us-homeownership-rate-minneapolis-fed-study/

AI can compare FSM software fast, but the answer may reflect paid rankings, affiliate reviews, and vendor content.

What’s missing: the dispatcher who knows where the platform breaks down.

My recent post looks at how AI can inherit incentive-shaped signals, why independent evaluation is a data quality issue, and what to check before trusting a software recommendation.

Read it here:
https://sondrahoffman.online/blog/choosing-fsm-software-ai-can-summarize-the-market-but-it-cant-verify-the-fit/?utm_source=mastodon&utm_medium=social&utm_campaign=weekly-digest

#AI #DataQuality #smallbusiness #FSM

Watch Now: https://zurl.co/VXbJc

The Intersection of Data Governance and AI | Salesforce Data Cloud Explained | Best Practices

#Salesforce #DataCloud #SalesforceDataCloud #ArtificialIntelligence #AI #DataGovernance #DataQuality #ResponsibleAI #DataSecurity #Customer360 #SalesforceAdmin #SalesforceDeveloper #SalesforceArchitect #PeoplewooSkills #SalesforceTutorial

https://futurism.com/artificial-intelligence/ai-companies-contractors-slop-data-training “If these companies want quality data, then they should offer quality contracts” #AIBubble #PoisonAI #DataQuality #CopyOfACopy

Habe etwas im Datenportal der EU nachgesehen. Dabei habe ich zufällig einen Blick auf die Metadatenqualität eines unserer Datensätze geworfen. Excellent 😀

Nun muss ich nur noch herausfinden, warum die Kontaktinformation nicht richtig ankommen.

https://data.europa.eu/data/datasets/c0b506d1-57ba-4088-a257-0d8244256248/quality

#OpenData #DataQuality #metadata

All data is wrong, but some data is wrong on multiple levels. That's why the Data Validation Report Format (DVRF) support precise error locations and nested errors. Version 1.0.0 of the specification has just been published at https://doi.org/10.5281/zenodo.20792191 and https://gbv.github.io/data-validation-report-format/ #dataquality

Your £2M Data Problem Becomes a £20M AI Risk by 2030

https://lizhendersondata.wordpress.com/2026/06/22/your-2m-data-problem/

Data quality is a pipeline problem, not a form fix. Learn how developers can enforce quality through profiling, matching, and workflow automation at scale. https://hackernoon.com/building-data-quality-into-the-pipeline-instead-of-cleaning-up-after-it #dataquality

🤖 Can #AI predict the quality of a survey question?

Our new study shows that a fine-tuned multilingual transformer can match the performance of SQP's traditional prediction approach—directly from question text.

📄 Yang, Schonlau, Repke, Felderer, & Sucholutsky (2026)
https://doi.org/10.1093/jrsssa/qnag058

*SQP = The Survey Quality Predictor is a web-based tool that predicts the measurement quality of survey questions (https://sqp.gesis.org).

@GESIS
#SQP #DataQuality #SurveyMethodology

Strong data catalogs transform the way teams think. They shift work from guesswork to clear action. What’s your take? #DataCatalogs #SingleSourceOfTruth #DataQuality #DataTrust #DataOps #DataStrategy #AIReadyData #DataFuture
https://www.linkedin.com/pulse/building-data-catalogs-quiet-power-behind-single-truth-mohindroo--icosc

SkaldMaps now shows you a very neat little confidence indicator on how accurate the attribute you're viewing for a particular geography is: Find our how we do it on the brand new 🎉blog 🎉: https://skaldmaps.com/blog/2026/06/building-confidence-in-geospatial-data/

#RealEstate #GIS #DataEngineering #DataScience #Blog #DataQuality

AI needs clean data 🤖

The quality of AI outputs depends on the quality of the data behind them.

📊 Better data
→ Better outcomes

⚠️ Poor data
→ Increased risk

MSPs implementing AI must continuously govern and maintain data quality.

𝐇𝐀𝐋𝐄𝐗𝐎 𝐏𝐎𝐕:

Data readiness is critical for AI success.

▸ Swipe

#DataQuality #AI #MSP #DataOps

LintedData 3.0.0 is released:
➡️ https://gitlab.com/dlr-dw/linteddata/-/releases/v3.0.0

LintedData is a linter for RDF and Ontologies for easy use in CI pipelines. It checks for common violations of best practices in ontology engineering.

Version 3.0.0 enables checking of multiple RDF files with one execution, reduces the need for configuration, and improves or fixes many checks.

#RDF #Ontologies #KnowledgeGraphs #DataQuality #OntologyQuality #OntologyEngineering

Cloud data control and cloud speed can work in one frame. Here’s how leaders can strike that balance with clarity and purpose. #CloudGovernance #DataTrust #CloudStrategy #DataQuality #TechLeadership
https://www.linkedin.com/pulse/cloud-data-governance-real-art-balance-fast-digital-world-mohindroo--c2ozc

But is it useful?: The Cloud-Native Geospatial Forum proposes #usefulness as a better measure than openness for #dataQuality, with a 5-dimension, 4-star framework that goes beyond familiar schemes like #FAIR and 5-star Open Data. It’s an interesting read and a good...
https://spatialists.ch/posts/2026/05/31-but-is-it-useful/ #GIS #GISchat #geospatial #SwissGIS

Collecting, processing and making sense of the public data can be a cumbersome exercise and there are important #dataquality issues to overcome before the results are meaningful.

For this purpose we are developing functionality within the #opensource #Equinox platform to support this task.

In this post there is a brief description of the data models involved with some sample data.

https://www.openriskmanagement.com/using-equinox-to-record-data-center-environmental-impact-data/

The code is here:

https://github.com/open-risk/equinox

How complete and reliable is #OpenStreetMap data in your region?

We are introducing country reports on the Humanitarian Data Exchange platform.

The new reports show #OSM #dataquality across a country & identify where important gaps remain. They provide insights on roads, buildings, currentness, and spatial distribution.

The reports are powered by the ohsome quality API & are also available as datasets in CSV & GPKG formats.

More topics are planned.

👉 https://heigit.org/introducing-ohsome-quality-api-country-reports-for-openstreetmap-data-quality-on-the-humanitarian-data-exchange-platform/

#humanitarian

@RejoinEU I have worked in data quality for many years. Much of what needs to be done is 'grunt work' - technology cannot assess the accuracy of data etc. Plus transactional data happened at a point in time - unless there is an independent record of that transaction, it is extremely difficult to improve the quality of its data #dataquality

Mistaking Quantity for Quality in Tech and Life - Tech Field Day Podcast
@TechFieldDay @TechFieldDayPod @SFoskett @GuyCurriersFeed @DaveGraham #TFDPodcast #AIFD8 #AI #AgenticAI #AIInfrastructure #AIAgents #AIQuality #DataQuality

https://youtu.be/9CAVQPJTGzM

Now that AI has enabled us to have an unlimited amount of content, generated on demand and instantly, we find ourselves questioning the quality of the output. 🤖 🎙️

🎙️ This episode of the Tech Field Day Podcast, recorded prior to AI Field Day by delegates Barbara Roos, Guy Currier, Dave Graham, and Stephen Foskett, considers this common trade-off.

#TFDPodcast #AIFD8 #AI #AgenticAI #AIInfrastructure #AIAgents #AIQuality #DataQuality

https://youtu.be/9CAVQPJTGzM