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#dataquality

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zartom<p>How Can I Resolve Duplicate Invoice Row Issues in SQL?<br>Tackling Duplicate Invoice Row Issues in SQL is crucial for data integrity. Employ methods like DISTINCT, GROUP BY, and JOINs to ensure unique datasets. Analyzing relationships and joins helps in identifying and managing duplicates effectively. <a href="https://mastodon.social/tags/SQL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SQL</span></a> <a href="https://mastodon.social/tags/demand" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>demand</span></a> <a href="https://mastodon.social/tags/duplicates" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>duplicates</span></a> <a href="https://mastodon.social/tags/dataquality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataquality</span></a> <a href="https://mastodon.social/tags/DataManagement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataManagement</span></a> <a href="https://mastodon.social/tags/analysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>analysis</span></a><br><a href="https://tech-champion.com/programming/how-can-i-resolve-duplicate-invoice-row-issues-in-sql/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">tech-champion.com/programming/</span><span class="invisible">how-can-i-resolve-duplicate-invoice-row-issues-in-sql/</span></a><br>...</p>
benrutter<p>Phew! Been a fun week or so for Wimsey (my data testing project), finished building out:</p><p>- Handy "validate or test" function (test or build a set of tests from the data)<br>- New tests for strings (matches regex, maximum/minimum length, category should be in, etc)<br>- Functionality for arbitrary narwhals expressions</p><p>Plus every time I blink Narwhals gets even better, so Pyspark and DuckDB are supported without me doing anything!</p><p><a href="https://github.com/benrutter/wimsey" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/benrutter/wimsey</span><span class="invisible"></span></a></p><p><a href="https://mastodon.green/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> <a href="https://mastodon.green/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.green/tags/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>data</span></a> <a href="https://mastodon.green/tags/dataquality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataquality</span></a></p>
Nick Byrd, Ph.D.<p>New <a href="https://nerdculture.de/tags/surveyMethods" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>surveyMethods</span></a> paper replicates and extends differences in <a href="https://nerdculture.de/tags/dataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataQuality</span></a>, attention, naivety, decision style, etc. by<br>- online <a href="https://nerdculture.de/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>research</span></a> recruitment platform (<a href="https://nerdculture.de/tags/mTurk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mTurk</span></a>, <a href="https://nerdculture.de/tags/Prolific" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Prolific</span></a>, <a href="https://nerdculture.de/tags/Qualtrics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Qualtrics</span></a>, <a href="https://nerdculture.de/tags/Pollfish" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Pollfish</span></a>)<br>- device (<a href="https://nerdculture.de/tags/mobile" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mobile</span></a> v. <a href="https://nerdculture.de/tags/desktop" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>desktop</span></a>)<br>- person's incentive</p><p><a href="https://doi.org/10.3758/s13428-025-02618-1" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.3758/s13428-025-026</span><span class="invisible">18-1</span></a></p>
Hacker News<p>Data centers contain 90% crap data</p><p><a href="https://gerrymcgovern.com/data-centers-contain-90-crap-data/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">gerrymcgovern.com/data-centers</span><span class="invisible">-contain-90-crap-data/</span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/DataCenters" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataCenters</span></a> <a href="https://mastodon.social/tags/CrapData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CrapData</span></a> <a href="https://mastodon.social/tags/DataManagement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataManagement</span></a> <a href="https://mastodon.social/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechNews</span></a></p>
Cbridge_Chief<p>A brilliant piece of research by <a href="https://mastodon.ie/tags/TheGuardian" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TheGuardian</span></a> linking simple <a href="https://mastodon.ie/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> issues to the unmitigated shit show of US <a href="https://mastodon.ie/tags/Tariffs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Tariffs</span></a>. Errors in bills of lading and shipping data might be one of the root causes of the stupidity. <a href="https://www.theguardian.com/australia-news/2025/apr/04/revealed-how-trump-tariffs-slugged-norfolk-island-and-uninhabited-heard-and-mcdonald-islands" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theguardian.com/australia-news</span><span class="invisible">/2025/apr/04/revealed-how-trump-tariffs-slugged-norfolk-island-and-uninhabited-heard-and-mcdonald-islands</span></a></p><p><a href="https://mastodon.ie/tags/IQTrainwreck" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>IQTrainwreck</span></a></p>
Microsoft DevBlogs<p>Data quality is crucial for companies, and Great Expectations (GX) is a powerful framework for data validation.</p><p>Integrating GX with Microsoft Fabric allows for efficient, programmatic data checks.</p><p>By defining expectations and performing validations, businesses can ensure data accuracy and reliability.</p><p>Let's dive into how to set up GX within Microsoft Fabric for effective data management.</p><p><a href="https://dotnet.social/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://dotnet.social/tags/MicrosoftFabric" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MicrosoftFabric</span></a> <a href="https://dotnet.social/tags/GreatExpectations" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GreatExpectations</span></a> <a href="https://dotnet.social/tags/DataValidation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataValidation</span></a></p>
rettinghaus<p><span class="h-card" translate="no"><a href="https://openbiblio.social/@vermessungsbibliothek" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>vermessungsbibliothek</span></a></span> Sehr gut. Und nicht vergessen, die Ergänzungen und Korrekturen gleich zu melden! <a href="https://de.m.wikipedia.org/wiki/Wikipedia:GND/Fehlermeldung" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">de.m.wikipedia.org/wiki/Wikipe</span><span class="invisible">dia:GND/Fehlermeldung</span></a> <a href="https://fedihum.org/tags/Normdaten" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Normdaten</span></a> <a href="https://fedihum.org/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a></p>
Vic<p>Overcoming Data Analytics challenges. Data analytics teams in Austria, Denmark, Germany and Netherlands often struggle with defining a clear data strategy and integrating advanced analytics tools. These challenges limit the potential for data-driven decision-making.</p><p>Pain Points:<br>Defining a comprehensive data strategy.<br>Integrating advanced analytics tools.<br>Ensuring data quality and consistency.</p><p>As noted in Austrian data analytics challenges, privacy, security, and data ownership are significant concerns. Additionally, barriers to data adoption include data consolidation and governance.</p><p>Pain Points and barriers to the adoption of Data services <br><a href="https://www.plainconcepts.com/pain-points-data-adoption/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">plainconcepts.com/pain-points-</span><span class="invisible">data-adoption/</span></a></p><p>Austrian data analytics challenges<br><a href="https://iktderzukunft.at/resources/pdf/conquering-data-in-austria.pdf" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">iktderzukunft.at/resources/pdf</span><span class="invisible">/conquering-data-in-austria.pdf</span></a></p><p><a href="https://techhub.social/tags/DataAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataAnalytics</span></a> <a href="https://techhub.social/tags/Vienna" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Vienna</span></a> <a href="https://techhub.social/tags/TechHive" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechHive</span></a> <a href="https://techhub.social/tags/StaffingSolutions" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>StaffingSolutions</span></a> <a href="https://techhub.social/tags/Data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Data</span></a> <a href="https://techhub.social/tags/Austria" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Austria</span></a> <a href="https://techhub.social/tags/Denmark" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Denmark</span></a> <a href="https://techhub.social/tags/Germany" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Germany</span></a> <a href="https://techhub.social/tags/Netherlands" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Netherlands</span></a> <a href="https://techhub.social/tags/DataStrategy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataStrategy</span></a> <a href="https://techhub.social/tags/AnalyticsTools" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AnalyticsTools</span></a> <a href="https://techhub.social/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://techhub.social/tags/DataConsistency" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataConsistency</span></a></p>
Matasoft<p>Enhance your data quality with QDeFuZZiner Lite's powerful FREE fuzzy matching algorithms. <a href="https://mastodon.world/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.world/tags/DataAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataAnalytics</span></a> <a href="https://mastodon.world/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://mastodon.world/tags/DataCleaning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataCleaning</span></a> <a href="https://mastodon.world/tags/DataMatching" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataMatching</span></a> <a href="https://mastodon.world/tags/FuzzyMatch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FuzzyMatch</span></a> <a href="https://mastodon.world/tags/EntityResolution" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EntityResolution</span></a> <a href="https://mastodon.world/tags/BusinessIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BusinessIntelligence</span></a> <a href="https://mastodon.world/tags/BI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BI</span></a><br><a href="https://matasoft.hr/qtrendcontrol/index.php/qdefuzziner-fuzzy-data-matching-software/various-articles/121-qdefuzziner-lite-free" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">matasoft.hr/qtrendcontrol/inde</span><span class="invisible">x.php/qdefuzziner-fuzzy-data-matching-software/various-articles/121-qdefuzziner-lite-free</span></a></p>
Coach Pāṇini ®<p>Keep, Measure, and Curate</p><p>If you’re not curating the wisdom, knowledge, information, and data sources, things will get sticky, messy, and ugly.</p><p><a href="http://inaniludibrio.com/2025/03/18/keep-measure-and-curate/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">inaniludibrio.com/2025/03/18/k</span><span class="invisible">eep-measure-and-curate/</span></a></p><p><a href="https://mastodon.world/tags/wisdom" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wisdom</span></a> <a href="https://mastodon.world/tags/knowledge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>knowledge</span></a> <a href="https://mastodon.world/tags/information" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>information</span></a> <a href="https://mastodon.world/tags/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>data</span></a> <a href="https://mastodon.world/tags/MakeInfohygieneGreat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MakeInfohygieneGreat</span></a> <a href="https://mastodon.world/tags/infohygiene" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>infohygiene</span></a> <a href="https://mastodon.world/tags/DataGovernance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataGovernance</span></a> <a href="https://mastodon.world/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://mastodon.world/tags/DataStewardship" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataStewardship</span></a> <a href="https://mastodon.world/tags/history" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>history</span></a></p>
Matasoft<p>🌍 Struggling with inconsistent units or currencies? Easily standardize measurements with a single AI formula in (Un)Perplexed Spready—no more manual conversions or errors! ⚖️ <a href="https://matasoft.hr/qtrendcontrol/index.php/un-perplexed-spready/un-perplexed-spready-various-articles/134-unleash-your-data-s-potential-with-un-perplexed-spready" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">matasoft.hr/qtrendcontrol/inde</span><span class="invisible">x.php/un-perplexed-spready/un-perplexed-spready-various-articles/134-unleash-your-data-s-potential-with-un-perplexed-spready</span></a></p><p> <a href="https://mastodon.world/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a></p>
Julian Schwarzenbach<p>I keep having to remind people on my various projects that the <a href="https://mastodonapp.uk/tags/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>data</span></a> will outlast the <a href="https://mastodonapp.uk/tags/software" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>software</span></a>, often many times over. Implementing new technology/ software will require <a href="https://mastodonapp.uk/tags/datamigration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datamigration</span></a> - an opportunity to degrade <a href="https://mastodonapp.uk/tags/dataquality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataquality</span></a> in bulk!<br>Managing data quality over time requires a slightly different mindset and skill set, but it is not complicated or difficult!</p>
NFDI4Memory<p>Der Countdown läuft ⏳ – nur noch bis Freitag könnt Ihr euch für die zweite 4Memory Summer School bewerben! </p><p>🤓 Thema:<br>“The white elephant in the room: Datenqualitätsmanagement in historisch arbeitenden Fächern” <br>🗓️ 10. bis 12.09.25<br>📍 Herder Institut für historische Ostmitteleuropaforschung, Marburg <br>⏳ Bewerbungfrist: 14.03.25 <br>🌐 Weitere Infos: <a href="https://4memory.de/4memory-summer-school-2025-hi/" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">4memory.de/4memory-summer-scho</span><span class="invisible">ol-2025-hi/</span></a></p><p>Wir freuen uns auf Eure Bewerbungen!</p><p><a href="https://nfdi.social/tags/NFDI4Memory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NFDI4Memory</span></a> <a href="https://nfdi.social/tags/SummerSchool" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SummerSchool</span></a> <a href="https://nfdi.social/tags/Datenqualit%C3%A4t" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Datenqualität</span></a> <a href="https://nfdi.social/tags/Dataquality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Dataquality</span></a> <a href="https://nfdi.social/tags/DigitalHistory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalHistory</span></a></p>
Anja Gerber<p>Nice to hear how important the role of <a href="https://fedihum.org/tags/NFDI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NFDI</span></a> and <a href="https://fedihum.org/tags/EOSC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EOSC</span></a> is seen at the <a href="https://fedihum.org/tags/DHd2025" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DHd2025</span></a> because <a href="https://fedihum.org/tags/standardisation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>standardisation</span></a> and <a href="https://fedihum.org/tags/dataalignment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataalignment</span></a> gets more and more important, same as the question of <a href="https://fedihum.org/tags/researchdatamanagement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>researchdatamanagement</span></a> <a href="https://fedihum.org/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://fedihum.org/tags/DH" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DH</span></a> <a href="https://fedihum.org/tags/DigitalHumanities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalHumanities</span></a> <a href="https://fedihum.org/tags/DigitalHeritage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalHeritage</span></a> <a href="https://fedihum.org/tags/Heritage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Heritage</span></a> <a href="https://fedihum.org/tags/nfdirocks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>nfdirocks</span></a></p>
Martin Haſeneyer<p>Comparing <a href="https://franken.social/tags/CSV" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CSV</span></a> data files, are there any great (offline) tools? Ideally somehow visual, like there are plenty of nice visual interfaces for "diff" output for source code. <a href="https://franken.social/tags/analytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>analytics</span></a> <a href="https://franken.social/tags/dataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataQuality</span></a></p>
Daragh Ó Briain<p>I’m also reminded of the time I spoke at a conference in London that got feedback on presenters from delegates. One delegate complained that they had been expecting the taller, balder Wicklow Daire and asked for a refund of their conference ticket as an impostor had been speaking in that slot.</p><p>Reader: it was a <a href="https://mastodon.ie/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> conference. Ironically my keynote was about how spelling and misgendering issues re my name led me into my career. And it was HILARIOUS.</p>
Vic<p>An analysis of 100 Fortune 500 job postings reveals the tools and technologies shaping the data engineering field in 2025. Top skills in demand:<br>⁕ Programming Languages (196) - SQL (85), Python (76), Scala (14), Java (14)<br>⁕ ETL and Data Pipeline (136) - ETL (65), Data Integration (46)<br>⁕ Cloud Platforms (85) - AWS (45), GCP (26), Azure (14)<br>⁕ Data Modeling and Warehousing (83) - Data Modeling (40), Data Warehousing (22), Data Architecture (21)<br>⁕ Big Data Tools (67) - Spark (40), Big Data Tools (19), Hadoop (8)<br>⁕ DevOps, Version Control, and CI/CD (52) - Git (14), CI/CD (13), DevOps (7), Version Control (6), Terraform (6)<br>...</p><p><a href="https://techhub.social/tags/DataEngineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataEngineering</span></a> <a href="https://techhub.social/tags/BigData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BigData</span></a> <a href="https://techhub.social/tags/SQL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SQL</span></a> <a href="https://techhub.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://techhub.social/tags/ETL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ETL</span></a> <a href="https://techhub.social/tags/AWS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AWS</span></a> <a href="https://techhub.social/tags/CloudComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CloudComputing</span></a> <a href="https://techhub.social/tags/Spark" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Spark</span></a> <a href="https://techhub.social/tags/DataModeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataModeling</span></a> <a href="https://techhub.social/tags/DataWarehouse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataWarehouse</span></a> <a href="https://techhub.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DevOps</span></a> <a href="https://techhub.social/tags/DataGovernance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataGovernance</span></a> <a href="https://techhub.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataVisualization</span></a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://techhub.social/tags/API" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>API</span></a> <a href="https://techhub.social/tags/Scala" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Scala</span></a> <a href="https://techhub.social/tags/Java" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Java</span></a> <a href="https://techhub.social/tags/GCP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GCP</span></a> <a href="https://techhub.social/tags/Azure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Azure</span></a> <a href="https://techhub.social/tags/Hadoop" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Hadoop</span></a> <a href="https://techhub.social/tags/Git" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Git</span></a> <a href="https://techhub.social/tags/CICD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CICD</span></a> <a href="https://techhub.social/tags/Terraform" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Terraform</span></a> <a href="https://techhub.social/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://techhub.social/tags/Tableau" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Tableau</span></a> <a href="https://techhub.social/tags/PowerBI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PowerBI</span></a> <a href="https://techhub.social/tags/Collaboration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Collaboration</span></a> <a href="https://techhub.social/tags/Microservices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Microservices</span></a> <a href="https://techhub.social/tags/MLOps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MLOps</span></a> <a href="https://techhub.social/tags/TechSkills" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechSkills</span></a></p><p><a href="https://www.reddit.com/r/dataengineering/comments/1hz5ytw/become_a_data_engineer_in_2025_based_on_100_jobs/?utm_source=perplexity&amp;rdt=54709" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">reddit.com/r/dataengineering/c</span><span class="invisible">omments/1hz5ytw/become_a_data_engineer_in_2025_based_on_100_jobs/?utm_source=perplexity&amp;rdt=54709</span></a></p>
Matasoft<p>Reduce errors &amp; stress with AI! (Un)Perplexed Spready automates complex data transformations for improved accuracy. Learn more and start today: <a href="https://matasoft.hr/qtrendcontrol/index.php/un-perplexed-spready" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">matasoft.hr/qtrendcontrol/inde</span><span class="invisible">x.php/un-perplexed-spready</span></a> <a href="https://mastodon.world/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://mastodon.world/tags/BusinessEfficiency" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BusinessEfficiency</span></a></p>
GESIS<p><a href="https://sciences.social/tags/DataFest2025" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataFest2025</span></a> <a href="https://sciences.social/tags/KODAQS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>KODAQS</span></a> <a href="https://sciences.social/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a><br>Data Fest 2025, which takes place from 28 to 30 March at the Ludwig-Maximilians-Universität in Munich, is getting closer. KODAQS is officially taking part for the first time this year. The competition offers students the opportunity to work on extensive data sets in teams of 3-5 people within 48 hours. Kodaqs will contribute with a team of experts to measure and analyse the data quality.<br><a href="https://www.datafest.de/home" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">datafest.de/home</span><span class="invisible"></span></a></p>
Coach Pāṇini ®<p>THE DATA DOESN’T LIE!</p><p><a href="https://mastodon.world/tags/DataGovernance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataGovernance</span></a> <a href="https://mastodon.world/tags/DataQuality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataQuality</span></a> <a href="https://mastodon.world/tags/DataStewardship" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataStewardship</span></a><br><a href="https://www.threads.net/@aaron.rupar/post/DGd0gfjgEv_" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">threads.net/@aaron.rupar/post/</span><span class="invisible">DGd0gfjgEv_</span></a></p>