Very happy about this. We will also bridge the world of open technology research with the tooling and standards our communities have created to make data and research reproducible and knowledge accessible. #openscience #dataquality
✨Today, we are announcing the launch of the Open Technology Research Network (OTRN), developed in partnership with @opensource.org and @openforumeurope.org.
Find out more about what we will be doing in 2026: blog.okfn.org/2025/11/20/o...
Find out more about what we will be doing in 2026: blog.okfn.org/2025/11/20/o...
November 21, 2025 at 9:20 PM
Very happy about this. We will also bridge the world of open technology research with the tooling and standards our communities have created to make data and research reproducible and knowledge accessible. #openscience #dataquality
Sure, Go Ahead And Feed That Data To The LLM … What Could Possibly Go Wrong?
hubs.ly/Q03V20Yy0
#dataengineering #dataquality #dataobservability #dataops #databs
hubs.ly/Q03V20Yy0
#dataengineering #dataquality #dataobservability #dataops #databs
Sure, Go Ahead And Feed That Data To The LLM … What Could Possibly Go Wrong? | DataKitchen
Welcome to Analysis-A-Palooza: The Festival No Data Engineer Asked For
hubs.ly
November 19, 2025 at 6:09 PM
Sure, Go Ahead And Feed That Data To The LLM … What Could Possibly Go Wrong?
hubs.ly/Q03V20Yy0
#dataengineering #dataquality #dataobservability #dataops #databs
hubs.ly/Q03V20Yy0
#dataengineering #dataquality #dataobservability #dataops #databs
#OBISDataSuperPowers 💫 Did you know OBIS applies automatic data quality control flags (on-land coordinates, depth beyond bathymetry, event-time issues, non-marine taxa) to filter artifacts before skewing maps and models?
🔗 Check out how the flags work manual.obis.org/dataquality....
🔗 Check out how the flags work manual.obis.org/dataquality....
November 15, 2025 at 12:28 PM
#OBISDataSuperPowers 💫 Did you know OBIS applies automatic data quality control flags (on-land coordinates, depth beyond bathymetry, event-time issues, non-marine taxa) to filter artifacts before skewing maps and models?
🔗 Check out how the flags work manual.obis.org/dataquality....
🔗 Check out how the flags work manual.obis.org/dataquality....
Companies blame the CRM when sales performance stays flat post-migration.
Then we audit their data: 31% duplicate rate, 23% blank fields, 67 different values for "lead source."
The tool worked fine.
#DigitalTransformation #DataQuality
Then we audit their data: 31% duplicate rate, 23% blank fields, 67 different values for "lead source."
The tool worked fine.
#DigitalTransformation #DataQuality
Why Your Platform Migration Failed: The Data Problem
Companies spend $2M on Salesforce migrations but see no improvement. The platform isn't the problem—dirty data that moved with it is. Here's how to diagnose it.
bit.ly
November 14, 2025 at 6:00 PM
Companies blame the CRM when sales performance stays flat post-migration.
Then we audit their data: 31% duplicate rate, 23% blank fields, 67 different values for "lead source."
The tool worked fine.
#DigitalTransformation #DataQuality
Then we audit their data: 31% duplicate rate, 23% blank fields, 67 different values for "lead source."
The tool worked fine.
#DigitalTransformation #DataQuality
Get ready! DHIS2 Data Quality Metrics webinar, 25 November at 14:00 CET: buff.ly/s0ayfhR
In this session, we’ll review the core principles of the DHIS2 Data Quality Toolkit and explore the new metrics recently added to the platform.
#DHIS2 #Webinar #DataQuality #OpenSource
In this session, we’ll review the core principles of the DHIS2 Data Quality Toolkit and explore the new metrics recently added to the platform.
#DHIS2 #Webinar #DataQuality #OpenSource
November 14, 2025 at 9:01 AM
Get ready! DHIS2 Data Quality Metrics webinar, 25 November at 14:00 CET: buff.ly/s0ayfhR
In this session, we’ll review the core principles of the DHIS2 Data Quality Toolkit and explore the new metrics recently added to the platform.
#DHIS2 #Webinar #DataQuality #OpenSource
In this session, we’ll review the core principles of the DHIS2 Data Quality Toolkit and explore the new metrics recently added to the platform.
#DHIS2 #Webinar #DataQuality #OpenSource
#jobs #stellenangebote #GESISjobs #jobfairy
Pursue your scientific career at GESIS!
youtu.be/zMY2zqYFIMg
Apply now for one of two jobs as Researchers (Postdocs) in #DataQuality and #AI (salary group 13 TV-L, working time up to 100%, limited until 14.11.2026):
www.gesis.org/en/ins...
Pursue your scientific career at GESIS!
youtu.be/zMY2zqYFIMg
Apply now for one of two jobs as Researchers (Postdocs) in #DataQuality and #AI (salary group 13 TV-L, working time up to 100%, limited until 14.11.2026):
www.gesis.org/en/ins...
Scientific career at GESIS
At GESIS, researchers work in various phases of their scientific careers: as student assistants, doctoral candidates, postdocs, senior researchers, team leaders, and department heads. The institute's goal is to provide its scientific staff with the best possible support in their various career phase
youtu.be
November 11, 2025 at 8:00 AM
#jobs #stellenangebote #GESISjobs #jobfairy
Pursue your scientific career at GESIS!
youtu.be/zMY2zqYFIMg
Apply now for one of two jobs as Researchers (Postdocs) in #DataQuality and #AI (salary group 13 TV-L, working time up to 100%, limited until 14.11.2026):
www.gesis.org/en/ins...
Pursue your scientific career at GESIS!
youtu.be/zMY2zqYFIMg
Apply now for one of two jobs as Researchers (Postdocs) in #DataQuality and #AI (salary group 13 TV-L, working time up to 100%, limited until 14.11.2026):
www.gesis.org/en/ins...
Data wrangling is undervalued, and the consequences can be huge. Rosemary Tate & Roger Halliday call for a culture shift in data science, including “data amnesty” & editorial reform.
Read more on our Real World Data Science site: realworlddatascience.net/foundation-f...
#DataQuality #RWDS
Read more on our Real World Data Science site: realworlddatascience.net/foundation-f...
#DataQuality #RWDS
Why We Should All Be Data Quality Detectives – Real World Data Science
Data serves as the foundation of our work. So why isn’t its quality given the prominence it deserves?
realworlddatascience.net
October 31, 2025 at 4:11 PM
Data wrangling is undervalued, and the consequences can be huge. Rosemary Tate & Roger Halliday call for a culture shift in data science, including “data amnesty” & editorial reform.
Read more on our Real World Data Science site: realworlddatascience.net/foundation-f...
#DataQuality #RWDS
Read more on our Real World Data Science site: realworlddatascience.net/foundation-f...
#DataQuality #RWDS
The 2026 Open-Source Data Quality and Data Observability Landscape
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
The 2026 Open-Source Data Quality and Data Observability Landscape | DataKitchen
We explore the new generation of open source data quality software that uses AI to police AI, automate test generation at scale, and provides the transparency and control—all while keeping your CFO ha...
datakitchen.io
October 29, 2025 at 7:27 PM
The 2026 Open-Source Data Quality and Data Observability Landscape
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
Call for new members of the #GESISPanel scientific advisory board! Help us to shape the future of the #GESISPanel by providing crucial input in the areas of #surveymethodology, #dataquality assurance, and strategic development. More info: www.gesis.org/en/ges...
October 23, 2025 at 11:00 AM
Call for new members of the #GESISPanel scientific advisory board! Help us to shape the future of the #GESISPanel by providing crucial input in the areas of #surveymethodology, #dataquality assurance, and strategic development. More info: www.gesis.org/en/ges...
#DataQuality #DigitalBehavioralData #DBD
Special Issue Explores the Quality of Digital Behavioral Data, by Weiß, B., Leitgöb, H., & Wagner, C
Most DBD are not generated for research purposes but are a side product of our daily activities. A new special issue addresses key questions:
Special Issue Explores the Quality of Digital Behavioral Data, by Weiß, B., Leitgöb, H., & Wagner, C
Most DBD are not generated for research purposes but are a side product of our daily activities. A new special issue addresses key questions:
October 22, 2025 at 7:00 AM
#DataQuality #DigitalBehavioralData #DBD
Special Issue Explores the Quality of Digital Behavioral Data, by Weiß, B., Leitgöb, H., & Wagner, C
Most DBD are not generated for research purposes but are a side product of our daily activities. A new special issue addresses key questions:
Special Issue Explores the Quality of Digital Behavioral Data, by Weiß, B., Leitgöb, H., & Wagner, C
Most DBD are not generated for research purposes but are a side product of our daily activities. A new special issue addresses key questions:
iMerit President Jeff Mills joins Fahad K. (Blue River Tech) at Industry Stage AI during @techcrunch.com Disrupt to discuss "AI in the Dust: Building Trustworthy Models for the Physical World."
Meet our team at Table #LB3-I4.
#TechCrunch#TrustworthyAI #DataQuality #Robotics #ComputerVision
Meet our team at Table #LB3-I4.
#TechCrunch#TrustworthyAI #DataQuality #Robotics #ComputerVision
October 22, 2025 at 6:19 AM
iMerit President Jeff Mills joins Fahad K. (Blue River Tech) at Industry Stage AI during @techcrunch.com Disrupt to discuss "AI in the Dust: Building Trustworthy Models for the Physical World."
Meet our team at Table #LB3-I4.
#TechCrunch#TrustworthyAI #DataQuality #Robotics #ComputerVision
Meet our team at Table #LB3-I4.
#TechCrunch#TrustworthyAI #DataQuality #Robotics #ComputerVision
🎉 Our paper on predicting survey question quality with ML is accepted in Survey Research Methods!
Explore better #SurveyDesign with the free Survey Quality Predictor (SQP 3.0) 👇
sqp.gesis.org
Thanks to Barbara Felderer, Wiebke Weber, Jonas Schweisthal & Ludwig Bothmann!
@gesis.org
#DataQuality
Explore better #SurveyDesign with the free Survey Quality Predictor (SQP 3.0) 👇
sqp.gesis.org
Thanks to Barbara Felderer, Wiebke Weber, Jonas Schweisthal & Ludwig Bothmann!
@gesis.org
#DataQuality
SQP
sqp.gesis.org
October 17, 2025 at 10:48 AM
🎉 Our paper on predicting survey question quality with ML is accepted in Survey Research Methods!
Explore better #SurveyDesign with the free Survey Quality Predictor (SQP 3.0) 👇
sqp.gesis.org
Thanks to Barbara Felderer, Wiebke Weber, Jonas Schweisthal & Ludwig Bothmann!
@gesis.org
#DataQuality
Explore better #SurveyDesign with the free Survey Quality Predictor (SQP 3.0) 👇
sqp.gesis.org
Thanks to Barbara Felderer, Wiebke Weber, Jonas Schweisthal & Ludwig Bothmann!
@gesis.org
#DataQuality
🔍 How do data brokers shape modern #Marketing? Discover the impact of #consumerdata on #advertising strategies in our latest article.
www.knowledge-sourcing.com/resources/th...
#DataBrokers #DigitalMarketing #ConsumerData #DataAnalytics #dataquality #MarketTrends #businessintelligence
www.knowledge-sourcing.com/resources/th...
#DataBrokers #DigitalMarketing #ConsumerData #DataAnalytics #dataquality #MarketTrends #businessintelligence
The Role of Data Brokers in Marketing and Advertising: Benefits and Risks
Data has often been called the new oil in new times. Data is all promotional techniques, which include tailored and targeted marketing rely upon it to function.
www.knowledge-sourcing.com
September 4, 2024 at 1:14 PM
🔍 How do data brokers shape modern #Marketing? Discover the impact of #consumerdata on #advertising strategies in our latest article.
www.knowledge-sourcing.com/resources/th...
#DataBrokers #DigitalMarketing #ConsumerData #DataAnalytics #dataquality #MarketTrends #businessintelligence
www.knowledge-sourcing.com/resources/th...
#DataBrokers #DigitalMarketing #ConsumerData #DataAnalytics #dataquality #MarketTrends #businessintelligence
Oh, yes indeed. An example from our research* 👇
link.springer.com/article/10.1...
#HealthEconomics #DataQuality
*The article is from 2019 and the data we used from 2014/15 -- I would be happy if it were much better now.
link.springer.com/article/10.1...
#HealthEconomics #DataQuality
*The article is from 2019 and the data we used from 2014/15 -- I would be happy if it were much better now.
January 28, 2025 at 8:50 AM
Oh, yes indeed. An example from our research* 👇
link.springer.com/article/10.1...
#HealthEconomics #DataQuality
*The article is from 2019 and the data we used from 2014/15 -- I would be happy if it were much better now.
link.springer.com/article/10.1...
#HealthEconomics #DataQuality
*The article is from 2019 and the data we used from 2014/15 -- I would be happy if it were much better now.
Is your data any good? Only one way to know: measure it.
Accuracy, completeness, consistency, timeliness — the real health check.
🔗 bit.ly/44TzqR9
#PromptCloud #DataQuality #WebScraping #CleanData #BigData #DataExtraction #productdata #DataEngineering #dataset
Accuracy, completeness, consistency, timeliness — the real health check.
🔗 bit.ly/44TzqR9
#PromptCloud #DataQuality #WebScraping #CleanData #BigData #DataExtraction #productdata #DataEngineering #dataset
May 6, 2025 at 8:13 AM
Is your data any good? Only one way to know: measure it.
Accuracy, completeness, consistency, timeliness — the real health check.
🔗 bit.ly/44TzqR9
#PromptCloud #DataQuality #WebScraping #CleanData #BigData #DataExtraction #productdata #DataEngineering #dataset
Accuracy, completeness, consistency, timeliness — the real health check.
🔗 bit.ly/44TzqR9
#PromptCloud #DataQuality #WebScraping #CleanData #BigData #DataExtraction #productdata #DataEngineering #dataset
Don’t let dirty data cost you money! Our fuzzy data matching services cleanse, link, and merge your records, improving accuracy and efficiency. Learn more: matasoft.hr/QTrendContro... #DataQuality #FuzzyMatching #BusinessData
July 4, 2025 at 6:17 AM
Don’t let dirty data cost you money! Our fuzzy data matching services cleanse, link, and merge your records, improving accuracy and efficiency. Learn more: matasoft.hr/QTrendContro... #DataQuality #FuzzyMatching #BusinessData
So.. tell me again about the importance of #DataQuality in public sector functions..
m.independent.ie/irish-news/n...
#IQTrainwreck
m.independent.ie/irish-news/n...
#IQTrainwreck
Nearly all government ministers owe money to the State due to pension error, with funds to be ‘fully recouped’
Almost all government ministers and junior ministers owe money to the State due to errors in pension payments.
m.independent.ie
June 11, 2025 at 12:53 PM
So.. tell me again about the importance of #DataQuality in public sector functions..
m.independent.ie/irish-news/n...
#IQTrainwreck
m.independent.ie/irish-news/n...
#IQTrainwreck
September 4, 2025 at 2:21 PM
Consolidate your customer data and link every record to a single identity—ideal for finance, healthcare, retail, and more: matasoft.hr/QTrendContro...
#CustomerData #EntityResolution #DataIntegrity #FuzzyMatching #DataMatching #GlobalBusiness #DataCleaning #Analytics #DataQuality
#RecordLinkage
#CustomerData #EntityResolution #DataIntegrity #FuzzyMatching #DataMatching #GlobalBusiness #DataCleaning #Analytics #DataQuality
#RecordLinkage
Data Matching Services
Data matching, linking, merging, cleansing, deduplication, consolidation and other data processing tasks on your business data, such as customer contact, real estate or product lists.
Using powerful Q...
matasoft.hr
September 12, 2025 at 1:14 PM
Consolidate your customer data and link every record to a single identity—ideal for finance, healthcare, retail, and more: matasoft.hr/QTrendContro...
#CustomerData #EntityResolution #DataIntegrity #FuzzyMatching #DataMatching #GlobalBusiness #DataCleaning #Analytics #DataQuality
#RecordLinkage
#CustomerData #EntityResolution #DataIntegrity #FuzzyMatching #DataMatching #GlobalBusiness #DataCleaning #Analytics #DataQuality
#RecordLinkage
Africa has a serious data quality issue. Only 4% of countries have accurate GDP and population data, and governance is also very low. This makes the economic picture unclear. #Africa #DataQuality #Uncertainty https://www.worldeconomics.com/Thoughts/Africas-Data-Quality-Problem.aspx
Africa’s Data Quality Problem: | World Economics
African GDP and Population data are both of very poor quality. Governance is also rated as being very poor, with many autocratic rulers interfering with economic data quality. Only 9% of African countries are rated as having A or B grade GDP data. Only 4% applies for Population data. 15% are rated as having A or B grade Governance. And five of the top ten largest (by GDP) sub-Saharan countries are rated as having D or E grade data. In these circumstances World Economics believes pan-African GDP or Population size, or measures such as GDP per Capita or Debt per Capita that dependent on either GDP or Population data, should be treated with circumspection.
www.worldeconomics.com
November 15, 2025 at 11:01 PM
Africa has a serious data quality issue. Only 4% of countries have accurate GDP and population data, and governance is also very low. This makes the economic picture unclear. #Africa #DataQuality #Uncertainty https://www.worldeconomics.com/Thoughts/Africas-Data-Quality-Problem.aspx
The phrase data observability is meaningless and kinda hard to pronounce.
Whatever happened to just all round decent architecture?
medium.com/@hugolu87/le...
#dataquality #datanegineering
Whatever happened to just all round decent architecture?
medium.com/@hugolu87/le...
#dataquality #datanegineering
Let’s never use the phrase Data Observability Ever Again
No-one even knows what it is, let alone pronounce it
medium.com
December 8, 2024 at 8:47 PM
The phrase data observability is meaningless and kinda hard to pronounce.
Whatever happened to just all round decent architecture?
medium.com/@hugolu87/le...
#dataquality #datanegineering
Whatever happened to just all round decent architecture?
medium.com/@hugolu87/le...
#dataquality #datanegineering
A part of my professional library at home. A big part is currently in the office. What’s on your shelf? #datagovernance #informationgovernance #dataquality #infonomics #ethics #curation #changemanagement
November 13, 2024 at 6:33 PM
A part of my professional library at home. A big part is currently in the office. What’s on your shelf? #datagovernance #informationgovernance #dataquality #infonomics #ethics #curation #changemanagement
AI won’t fix bad data. Garbage in, garbage out. Clean your foundations first. 🏗️ #DataQuality #AIInsights
February 25, 2025 at 1:30 AM
AI won’t fix bad data. Garbage in, garbage out. Clean your foundations first. 🏗️ #DataQuality #AIInsights
Here's the source code for each of the diffing tools available in Recce:
github.com/DataRecce/re...
#opensource #datatools #datarecce #analytics #dataengineering #dataquality
github.com/DataRecce/re...
#opensource #datatools #datarecce #analytics #dataengineering #dataquality
recce/recce/tasks at main · DataRecce/recce
The data-validation toolkit for enhanced dbt (data build tool) PR review - DataRecce/recce
github.com
February 3, 2025 at 12:50 AM
Here's the source code for each of the diffing tools available in Recce:
github.com/DataRecce/re...
#opensource #datatools #datarecce #analytics #dataengineering #dataquality
github.com/DataRecce/re...
#opensource #datatools #datarecce #analytics #dataengineering #dataquality
New year, new me… or same old data chaos? 😏
Are you still sticking to your #DataResolutions – or have they been buried with the other promises? 🫣 Don’t worry, it’s never too late to clean up your data!
Find your perfect #DataQuality process: hedda.io/find-your-pe...
#DataQuality #DataManagement
Are you still sticking to your #DataResolutions – or have they been buried with the other promises? 🫣 Don’t worry, it’s never too late to clean up your data!
Find your perfect #DataQuality process: hedda.io/find-your-pe...
#DataQuality #DataManagement
Find Your Perfect Data Quality Process - HEDDA.IO
FIND YOUR PERFECT DATA QUALITY PROCESS
Good data quality is the backbone of successful organizations. Yet, bad data can derail operations, skew analysis, and undermine strategic decisions. T...
hedda.io
March 7, 2025 at 11:17 AM
New year, new me… or same old data chaos? 😏
Are you still sticking to your #DataResolutions – or have they been buried with the other promises? 🫣 Don’t worry, it’s never too late to clean up your data!
Find your perfect #DataQuality process: hedda.io/find-your-pe...
#DataQuality #DataManagement
Are you still sticking to your #DataResolutions – or have they been buried with the other promises? 🫣 Don’t worry, it’s never too late to clean up your data!
Find your perfect #DataQuality process: hedda.io/find-your-pe...
#DataQuality #DataManagement