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SeverinGeo<a href="https://mastodon.social/tags/geOcom2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOcom2025</a> Laure-Hélène Bruneton de @camptocamp poursuit avec la saisie des métadonnées, accompagnée et simplifiée dans <a href="https://mastodon.social/tags/Datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datahub</a> <a href="https://mastodon.social/tags/geOrchestra" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOrchestra</a>

SeverinGeo<a href="https://mastodon.social/tags/geOcom2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOcom2025</a> Laure-Hélène Bruneton de <a href="https://mstdn.social/@camptocamp" class="u-url mention" rel="nofollow noopener" target="_blank">@camptocamp</a> présente ajouts future version été 2025 <a href="https://mastodon.social/tags/Datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datahub</a> <a href="https://mastodon.social/tags/geOrchestra" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOrchestra</a> : support des métadonnées de service et de réutilisation, module de visualisation du catalogue d'attributs, support des sources <a href="https://mastodon.social/tags/VectorTiles" class="mention hashtag" rel="nofollow noopener" target="_blank">#VectorTiles</a>, pagination des sources WFS...

SeverinGeo<a href="https://mastodon.social/tags/geOcom2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOcom2025</a> Florent Gravin et François Van Der Biest de <a href="https://mstdn.social/@camptocamp" class="u-url mention" rel="nofollow noopener" target="_blank">@camptocamp</a> font le point sur état actuel de <a href="https://mastodon.social/tags/Datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datahub</a> par sous-portails <a href="https://mastodon.social/tags/GeoNetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoNetwork</a>. Reste à résoudre l’utilisation de URL propre à l’instance <a href="https://mastodon.social/tags/geOrchestra" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOrchestra</a> avant d'avoir des sous-portails en marque blanche.

SeverinGeo<a href="https://mastodon.social/tags/geOcom2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOcom2025</a> Melodia Mohad de <a href="https://social.numerique.gouv.fr/@ignfrance" class="u-url mention" rel="nofollow noopener" target="_blank">@ignfrance</a> explique le choix de <a href="https://mastodon.social/tags/G%C3%A9oplateforme" class="mention hashtag" rel="nofollow noopener" target="_blank">#Géoplateforme</a> d'utiliser <a href="https://mastodon.social/tags/GeoNetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#GeoNetwork</a>-UI / <a href="https://mastodon.social/tags/Datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datahub</a> de <a href="https://mastodon.social/tags/geOrchestra" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOrchestra</a> pour l'interface de catalogue de cartes.gouv.fr.

SeverinGeo<a href="https://mastodon.social/tags/geOcom2025" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOcom2025</a> Florent Berault de la Métropole Européenne de Lille retrace le passage à un <a href="https://mastodon.social/tags/datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#datahub</a> <a href="https://mastodon.social/tags/geOrchestra" class="mention hashtag" rel="nofollow noopener" target="_blank">#geOrchestra</a> <a href="https://mastodon.social/tags/opendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#opendata</a> sécurisé et mutualisé entre les acteurs d’un même territoire, avec contribution des petites communes via <a href="https://mastodon.social/tags/geocontrib" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocontrib</a>

Bundesministerium für VerkehrMit unserem <a href="https://social.bund.de/tags/DataHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataHub</a> Europe wird eine entscheidende Lücke in der <a href="https://social.bund.de/tags/KI" class="mention hashtag" rel="nofollow noopener" target="_blank">#KI</a>- und Wertschöpfungskette Europas geschlossen, indem qualitativ hochwertige Daten für das Training von souveränen KI-Anwendungen bereitgestellt werden.Mit dem <a href="https://social.bund.de/tags/DataHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataHub</a> entsteht in einem einmaligen Ökosystem eine dringend benötigte souveräne Datenplattform, die das vollständig souveräne Training von <a href="https://social.bund.de/tags/KI" class="mention hashtag" rel="nofollow noopener" target="_blank">#KI</a>-Modellen mit hochwertigen Daten möglich macht. Ich hoffe, dass sich viele Partner anschließen, so Wissing. <a href="https://social.bund.de/tags/DigitalGipfel" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalGipfel</a>.

Bundesministerium für VerkehrMit dem Bundeskanzler schaute sich Volker Wissing unseren <a href="https://social.bund.de/tags/DataHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataHub</a> Europe an. Dort werden <a href="https://social.bund.de/tags/Daten" class="mention hashtag" rel="nofollow noopener" target="_blank">#Daten</a> aus 🇪🇺 für das Training von <a href="https://social.bund.de/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a>s zur Verfügung gestellt, damit Firmen & Entwickler mit EU-Daten ihre Modelle trainieren u. nicht auf kuratierte US-Daten angewiesen sind. <a href="https://social.bund.de/tags/DigitalGipfel" class="mention hashtag" rel="nofollow noopener" target="_blank">#DigitalGipfel</a> <a href="https://social.bund.de/tags/KI" class="mention hashtag" rel="nofollow noopener" target="_blank">#KI</a>

R Consortium🦠🚀 Empowering <a href="https://fosstodon.org/tags/Dengue" class="mention hashtag" rel="tag">#Dengue</a> research through data! The Dengue Data Hub, an initiative by the R Consortium, is revolutionizing access to dengue-related data. Learn how researchers can easily use this resource with the denguedatahub package, Shiny app, and website. 🔗<a href="https://r-consortium.org/posts/empowering-dengue-research-through-the-dengue-data-hub/" target="_blank" rel="nofollow noopener" translate="no">https://r-consortium.org/posts/empowering-dengue-research-through-the-dengue-data-hub/</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="tag">#rstats</a> <a href="https://fosstodon.org/tags/openscience" class="mention hashtag" rel="tag">#openscience</a> <a href="https://fosstodon.org/tags/publichealth" class="mention hashtag" rel="tag">#publichealth</a> <a href="https://fosstodon.org/tags/DataHub" class="mention hashtag" rel="tag">#DataHub</a> <a href="https://fosstodon.org/tags/Dengue" class="mention hashtag" rel="tag">#Dengue</a>

Guido Leenders<a href="https://forums.invantive.com/t/replicatie-grote-exact-online-tabel-20-miljoen-boekingen/4782?utm_source=dlvr.it&utm_medium=mastodon" rel="nofollow noopener" translate="no" target="_blank">https://forums.invantive.com/t/replicatie-grote-exact-online-tabel-20-miljoen-boekingen/4782?utm_source=dlvr.it&utm_medium=mastodon</a> <a href="https://mastodon.nl/tags/ExactOnline" class="mention hashtag" rel="nofollow noopener" target="_blank">#ExactOnline</a> <a href="https://mastodon.nl/tags/SQLServer" class="mention hashtag" rel="nofollow noopener" target="_blank">#SQLServer</a> <a href="https://mastodon.nl/tags/DataHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataHub</a>

HabrНе потеряться в данных: оптимизируем аналитику с помощью DataHubКак не потеряться в данных для аналитики? Когда количество их источников ограничено, а аналитикой занимается пара человек, в целом всё понятно: обеспечить прозрачность вполне можно на уровне ведения документации (если заниматься этим ответственно). Но что, если данных в компании много, они отличаются сложной структурой и поступают из разных источников? Едут и из MongoDB, и из PostgresSQL, и из MS SQL; при этом постоянно появляются новые продукты и направления, данных становится ещё больше. Документация по ним устаревает примерно в тот момент, когда заканчиваешь её писать. Попутно растёт команда аналитиков — новым людям нужно рассказывать, что где лежит, откуда прилетает, какие есть особенности. Упростить жизнь в такой ситуации призван Data Catalog, и в Сравни мы выбрали популярный вариант — DataHub. Под катом рассказываем, как меняется работа с данными для аналитики, когда в твоей жизни появляется визуализация потоков данных.<a href="https://habr.com/ru/companies/sravni/articles/844016/" rel="nofollow noopener" translate="no" target="_blank">https://habr.com/ru/companies/sravni/articles/844016/</a><a href="https://zhub.link/tags/datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#datahub</a> <a href="https://zhub.link/tags/data_lineage" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_lineage</a> <a href="https://zhub.link/tags/data_observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_observability</a> <a href="https://zhub.link/tags/data_platform" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_platform</a> <a href="https://zhub.link/tags/dwh" class="mention hashtag" rel="nofollow noopener" target="_blank">#dwh</a> <a href="https://zhub.link/tags/analytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#analytics</a> <a href="https://zhub.link/tags/%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D1%82%D0%B8%D0%BA%D0%B0" class="mention hashtag" rel="nofollow noopener" target="_blank">#аналитика</a> <a href="https://zhub.link/tags/%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5" class="mention hashtag" rel="nofollow noopener" target="_blank">#данные</a>

GIP CRAIGAu sein du CRAIG, la description des données est une priorité constante. C'est pourquoi nous mettons à votre disposition deux interfaces pour explorer notre catalogue de jeux de données. Choisissez celle qui correspond le mieux à vos besoins. <a href="https://mapstodon.space/tags/geonetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#geonetwork</a> <a href="https://mapstodon.space/tags/datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#datahub</a>Version complète : <a href="https://ids.craig.fr/geocat/" rel="nofollow noopener" translate="no" target="_blank">https://ids.craig.fr/geocat/</a>Version simplifiée : <a href="https://ids.craig.fr/datahub/" rel="nofollow noopener" translate="no" target="_blank">https://ids.craig.fr/datahub/</a>

HabrКак мы внедряли каталог данных DataHub и искали компромисс между BI, DWH и ИБСчастлив тот аналитик, у которого в компании есть дата-каталог — единая точка входа для поиска информации о данных невероятно экономит время, data lineage выстроен, а уровень заполненности документации на высоком уровне. Чтобы это были не только мечты, наша команда аналитиков задумалась, как претворить их в реальность. Нам хотелось, чтобы инструмент для поиска описания данных был удобным как библиотечный каталог с широким функционалом. Меня зовут Костя Тюрин, я руковожу командой BI в СберМаркете. Год назад мы решили внедрить дата-каталог, и сейчас его MAU превышает количество аналитиков в два раза: им пользуется наша команда, а ещё дата-инженеры, менеджеры и команда ИБ. В статье делюсь нашим опытом внедрения DataHub’a и планами на дальнейшее развитие инструмента.<a href="https://habr.com/ru/companies/sbermarket/articles/788402/" rel="nofollow noopener" translate="no" target="_blank">https://habr.com/ru/companies/sbermarket/articles/788402/</a><a href="https://zhub.link/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> <a href="https://zhub.link/tags/data_observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#data_observability</a> <a href="https://zhub.link/tags/datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#datahub</a> <a href="https://zhub.link/tags/%D0%B4%D0%B0%D1%82%D0%B0%D0%BA%D0%B0%D1%82%D0%B0%D0%BB%D0%BE%D0%B3" class="mention hashtag" rel="nofollow noopener" target="_blank">#датакаталог</a>

The Data ChannelWhat is Data Hub? It’s real time implementation with examples with it’s Pros and Cons<a href="https://thedatapedia.com/2024/01/01/data-hub-with-real-world-implementation-challenges-pros-and-cons/" rel="nofollow noopener" translate="no" target="_blank">https://thedatapedia.com/2024/01/01/data-hub-with-real-world-implementation-challenges-pros-and-cons/</a>If you like this, please like and share, so would be helpful for others<a href="https://mastodon.social/tags/datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#datahub</a> <a href="https://mastodon.social/tags/datamesh" class="mention hashtag" rel="nofollow noopener" target="_blank">#datamesh</a> <a href="https://mastodon.social/tags/datafabric" class="mention hashtag" rel="nofollow noopener" target="_blank">#datafabric</a> <a href="https://mastodon.social/tags/theDataChannel" class="mention hashtag" rel="nofollow noopener" target="_blank">#theDataChannel</a> <a href="https://mastodon.social/tags/theDatapedia" class="mention hashtag" rel="nofollow noopener" target="_blank">#theDatapedia</a>

Henri Horn<a href="https://walking.masto.host/@richard" class="u-url mention" rel="nofollow noopener" target="_blank">@richard</a> I agree but there must be other solutions than telcom companies collecting and connecting data. The <a href="https://mastodon.energy/tags/Datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datahub</a> is a national database of each smart meter in Finland, collecting metered data in 15min intervals. So the data is there, but not publicized as generation statistic.It's also a platform to connect any producer with any consumer. The electricity directive 2019/944 provides a legal basis for <a href="https://mastodon.energy/tags/CitizenEnergyCommunities" class="mention hashtag" rel="nofollow noopener" target="_blank">#CitizenEnergyCommunities</a> that can trade electricity internally. A network of networks.

Henri Horn<a href="https://walking.masto.host/@richard" class="u-url mention" rel="nofollow noopener" target="_blank">@richard</a> Unfortunately there is no comprehensive public data on small PV installations, like domestic rooftop solar. Fingrid collects this data by regularly calling local distros. But they do not tell the geographical break-down. The Fingrid <a href="https://mastodon.energy/tags/Datahub" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datahub</a> would have that information but it is not public. I hope they release data at least on municipal-level accuracy, since capacity grows quickly and it is relevant to know which municipalities are most supportive to citizen energy.

yaracroftBlackCat revendique des attaques informatiques à l'encontre de:<ul><li>🇺🇸 PharmaCare Services (<code>pharmacareservices.com</code>)</li><li>🇺🇸 Fresh Del Monte Produce, Inc (<code>freshdelmonte.com</code>)</li><li>🇺🇸 NextGen Healthcare, Inc (<code>nextgen.com</code>)</li></ul><a href="https://nanao.cybtex.fr/tags/usa" class="mention hashtag" rel="nofollow noopener" target="_blank">#usa</a> <a href="https://nanao.cybtex.fr/tags/billing" class="mention hashtag" rel="nofollow noopener" target="_blank">#billing</a> <a href="https://nanao.cybtex.fr/tags/nutrition" class="mention hashtag" rel="nofollow noopener" target="_blank">#nutrition</a> <a href="https://nanao.cybtex.fr/tags/ransomware" class="mention hashtag" rel="nofollow noopener" target="_blank">#ransomware</a> <a href="https://nanao.cybtex.fr/tags/blackcat" class="mention hashtag" rel="nofollow noopener" target="_blank">#blackcat</a> <a href="https://nanao.cybtex.fr/tags/beverages" class="mention hashtag" rel="nofollow noopener" target="_blank">#beverages</a> <a href="https://nanao.cybtex.fr/tags/management" class="mention hashtag" rel="nofollow noopener" target="_blank">#management</a> <a href="https://nanao.cybtex.fr/tags/pharma" class="mention hashtag" rel="nofollow noopener" target="_blank">#pharma</a> <a href="https://nanao.cybtex.fr/tags/juices" class="mention hashtag" rel="nofollow noopener" target="_blank">#juices</a> <a href="https://nanao.cybtex.fr/tags/electronic" class="mention hashtag" rel="nofollow noopener" target="_blank">#electronic</a> <a href="https://nanao.cybtex.fr/tags/health" class="mention hashtag" rel="nofollow noopener" target="_blank">#health</a> <a href="https://nanao.cybtex.fr/tags/services" class="mention hashtag" rel="nofollow noopener" target="_blank">#services</a> <a href="https://nanao.cybtex.fr/tags/auditing" class="mention hashtag" rel="nofollow noopener" target="_blank">#auditing</a> <a href="https://nanao.cybtex.fr/tags/agriculture" class="mention hashtag" rel="nofollow noopener" target="_blank">#agriculture</a> <a href="https://nanao.cybtex.fr/tags/partnership" class="mention hashtag" rel="nofollow noopener" target="_blank">#partnership</a> <a href="https://nanao.cybtex.fr/tags/informatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#informatics</a> <a href="https://nanao.cybtex.fr/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> <a href="https://nanao.cybtex.fr/tags/payrolls" class="mention hashtag" rel="nofollow noopener" target="_blank">#payrolls</a> <a href="https://nanao.cybtex.fr/tags/patients" class="mention hashtag" rel="nofollow noopener" target="_blank">#patients</a> <a href="https://nanao.cybtex.fr/tags/engagement" class="mention hashtag" rel="nofollow noopener" target="_blank">#engagement</a> <a href="https://nanao.cybtex.fr/tags/financial" class="mention hashtag" rel="nofollow noopener" target="_blank">#financial</a> <a href="https://nanao.cybtex.fr/tags/dessets" class="mention hashtag" rel="nofollow noopener" target="_blank">#dessets</a> <a href="https://nanao.cybtex.fr/tags/reports" class="mention hashtag" rel="nofollow noopener" target="_blank">#reports</a> <a href="https://nanao.cybtex.fr/tags/pineapples" class="mention hashtag" rel="nofollow noopener" target="_blank">#pineapples</a> <a href="https://nanao.cybtex.fr/tags/emr" class="mention hashtag" rel="nofollow noopener" target="_blank">#emr</a> <a href="https://nanao.cybtex.fr/tags/software" class="mention hashtag" rel="nofollow noopener" target="_blank">#software</a> <a href="https://nanao.cybtex.fr/tags/vegetables" class="mention hashtag" rel="nofollow noopener" target="_blank">#vegetables</a> <a href="https://nanao.cybtex.fr/tags/staff" class="mention hashtag" rel="nofollow noopener" target="_blank">#staff</a> <a href="https://nanao.cybtex.fr/tags/medical" class="mention hashtag" rel="nofollow noopener" target="_blank">#medical</a> <a href="https://nanao.cybtex.fr/tags/records" class="mention hashtag" rel="nofollow noopener" target="_blank">#records</a> <a href="https://nanao.cybtex.fr/tags/ehr" class="mention hashtag" rel="nofollow noopener" target="_blank">#ehr</a> <a href="https://nanao.cybtex.fr/tags/digital" class="mention hashtag" rel="nofollow noopener" target="_blank">#digital</a> <a href="https://nanao.cybtex.fr/tags/technologies" class="mention hashtag" rel="nofollow noopener" target="_blank">#technologies</a> <a href="https://nanao.cybtex.fr/tags/num%C3%A9rique" class="mention hashtag" rel="nofollow noopener" target="_blank">#numérique</a> <a href="https://nanao.cybtex.fr/tags/clinical" class="mention hashtag" rel="nofollow noopener" target="_blank">#clinical</a> <a href="https://nanao.cybtex.fr/tags/vendors" class="mention hashtag" rel="nofollow noopener" target="_blank">#vendors</a> <a href="https://nanao.cybtex.fr/tags/devices" class="mention hashtag" rel="nofollow noopener" target="_blank">#devices</a> <a href="https://nanao.cybtex.fr/tags/online" class="mention hashtag" rel="nofollow noopener" target="_blank">#online</a> <a href="https://nanao.cybtex.fr/tags/cloud" class="mention hashtag" rel="nofollow noopener" target="_blank">#cloud</a> <a href="https://nanao.cybtex.fr/tags/bananas" class="mention hashtag" rel="nofollow noopener" target="_blank">#bananas</a> <a href="https://nanao.cybtex.fr/tags/solutions" class="mention hashtag" rel="nofollow noopener" target="_blank">#solutions</a> <a href="https://nanao.cybtex.fr/tags/critical" class="mention hashtag" rel="nofollow noopener" target="_blank">#critical</a> <a href="https://nanao.cybtex.fr/tags/careers" class="mention hashtag" rel="nofollow noopener" target="_blank">#careers</a> <a href="https://nanao.cybtex.fr/tags/safety" class="mention hashtag" rel="nofollow noopener" target="_blank">#safety</a> <a href="https://nanao.cybtex.fr/tags/market" class="mention hashtag" rel="nofollow noopener" target="_blank">#market</a> <a href="https://nanao.cybtex.fr/tags/consulting" class="mention hashtag" rel="nofollow noopener" target="_blank">#consulting</a> <a href="https://nanao.cybtex.fr/tags/storage" class="mention hashtag" rel="nofollow noopener" target="_blank">#storage</a> <a href="https://nanao.cybtex.fr/tags/firms" class="mention hashtag" rel="nofollow noopener" target="_blank">#firms</a> <a href="https://nanao.cybtex.fr/tags/shipping" class="mention hashtag" rel="nofollow noopener" target="_blank">#shipping</a> <a href="https://nanao.cybtex.fr/tags/food" class="mention hashtag" rel="nofollow noopener" target="_blank">#food</a> <a href="https://nanao.cybtex.fr/tags/records" class="mention hashtag" rel="nofollow noopener" target="_blank">#records</a> <a href="https://nanao.cybtex.fr/tags/healthcare" class="mention hashtag" rel="nofollow noopener" target="_blank">#healthcare</a> <a href="https://nanao.cybtex.fr/tags/industries" class="mention hashtag" rel="nofollow noopener" target="_blank">#industries</a> 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Mirko RQuestion to the universe:if you're not using <a href="https://data-folks.masto.host/tags/DataHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataHub</a> as metadata store, what's your preference (and if it fits with a brief explanation - why)?

Lucas RoeslerI am not sure if anyone around here is using <a href="https://floss.social/tags/DataHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataHub</a> and <a href="https://floss.social/tags/Postgres" class="mention hashtag" rel="nofollow noopener" target="_blank">#Postgres</a> , but if you are, you might find my latest work (and open source) project useful.It is a new source that can extract and emit the table lineage for all of the views in your database!<a href="https://pypi.org/project/datahub-postgres-lineage/" rel="nofollow noopener" target="_blank">https://pypi.org/project/datahub-postgres-lineage/</a>

Ianhopkinson<a href="https://sigmoid.social/@waltherg" class="u-url mention" rel="nofollow noopener" target="_blank">@waltherg</a> using Spark means that Pydeequ can handle very large files efficiently. Once the pain of installing Spark locally is over that bit is OK!Yes, <a href="https://mastodon.social/tags/DataHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataHub</a> supports push and pull mechanisms. We've used push since it means we can source control our metadata and it makes more sense in a federated model. I've mainly worked with the quickstart (local) install of DataHub which is pretty straightforward if you have Docker working.

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