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RIPE NCCNot a big fan of Pandas dataframe syntax? Prefer SQL? Suffer no more! New on <a href="https://mastodon.social/tags/RIPELabs" class="mention hashtag" rel="nofollow noopener" target="_blank">#RIPELabs</a>, Giovane Moura and Andra Ionescu dig into <a href="https://mastodon.social/tags/RIPEAtlas" class="mention hashtag" rel="nofollow noopener" target="_blank">#RIPEAtlas</a> data to show how fans of SQL can use DuckDB as an alternative to Pandas for data analysis: <a href="https://labs.ripe.net/author/giovane_moura/easy-ripe-atlas-data-analysis-with-sql/" rel="nofollow noopener" translate="no" target="_blank">https://labs.ripe.net/author/giovane_moura/easy-ripe-atlas-data-analysis-with-sql/</a>

RIPE NCC42 people worked together intensively for two days and completed 10 projects during the <a href="https://mastodon.social/tags/Greentech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Greentech</a> hackathon. Read about the outcomes on <a href="https://mastodon.social/tags/RIPElabs" class="mention hashtag" rel="nofollow noopener" target="_blank">#RIPElabs</a> 🌳<a href="https://labs.ripe.net/author/becha/celebrating-green-tech-hackathon-results/" rel="nofollow noopener" translate="no" target="_blank">https://labs.ripe.net/author/becha/celebrating-green-tech-hackathon-results/</a>

RIPE NCC"In November, we shared our preliminary analysis of the analysis of the Baltic Sea cable cuts. Digging into the results of ping mesh measurements routinely performed by RIPE Atlas anchors, we were able to provide an initial sketch of how this affected connectivity between the countries at both ends of both cables." Emile Aben, Jim Cowie and Alun Davies delve further into the Baltic Sea cable cuts on <a href="https://mastodon.social/tags/RIPELabs" class="mention hashtag" rel="nofollow noopener" target="_blank">#RIPELabs</a> <a href="https://mastodon.social/tags/RIPEAtlas" class="mention hashtag" rel="nofollow noopener" target="_blank">#RIPEAtlas</a> <a href="https://labs.ripe.net/author/emileaben/a-deep-dive-into-the-baltic-sea-cable-cuts/" rel="nofollow noopener" translate="no" target="_blank">https://labs.ripe.net/author/emileaben/a-deep-dive-into-the-baltic-sea-cable-cuts/</a><a href="https://hachyderm.io/@meileaben" class="u-url mention" rel="nofollow noopener" target="_blank">@meileaben</a> <a href="https://social.secret-wg.org/@jimcowie" class="u-url mention" rel="nofollow noopener" target="_blank">@jimcowie</a>

RIPE NCCWhy are certain groups stockpiling <a href="https://mastodon.social/tags/IPv6" class="mention hashtag" rel="nofollow noopener" target="_blank">#IPv6</a>? Are the current policies adequate to address this? Marco Schmidt asks if we're allowing a Trojan horse in his <a href="https://mastodon.social/tags/RIPELabs" class="mention hashtag" rel="nofollow noopener" target="_blank">#RIPELabs</a> article: <a href="https://labs.ripe.net/author/marco_schmidt/ipv6-stockpiling-a-trojan-horse-in-our-midst/" rel="nofollow noopener" translate="no" target="_blank">https://labs.ripe.net/author/marco_schmidt/ipv6-stockpiling-a-trojan-horse-in-our-midst/</a>

RIPE NCC<a href="https://mastodon.social/tags/RIPELabs" class="mention hashtag" rel="nofollow noopener" target="_blank">#RIPELabs</a> editor Alun Davies recorded this podcast with <a href="https://fosstodon.org/@bert_hubert" class="u-url mention" rel="nofollow noopener" target="_blank">@bert_hubert</a> talking about Internet privacy, the real cost of outsourcing and who controls the Internet really (if anyone does). Check it out on RIPE Labs: <a href="https://labs.ripe.net/author/alun_davies/bert-hubert-internet-privacy-and-the-cost-of-losing-control/" rel="nofollow noopener" translate="no" target="_blank">https://labs.ripe.net/author/alun_davies/bert-hubert-internet-privacy-and-the-cost-of-losing-control/</a>

Antonio Prado"Over the past 20 years, <a class="hashtag" href="https://social.prado.it/tag/ipv6" rel="nofollow noopener" target="_blank">#IPv6</a> policy has gone through many refinements. Is it time for a more significant change? In this article on <a class="hashtag" href="https://social.prado.it/tag/ripelabs" rel="nofollow noopener" target="_blank">#RIPElabs</a>, Leo Vegoda looks at the history and invites the community to join the discussion on the next phase for IPv6 policy:" <a href="https://labs.ripe.net/author/leo_vegoda/ipv6-policy-is-a-community-self-governance-success-story/" rel="nofollow noopener" target="_blank">https://labs.ripe.net/author/leo_vegoda/ipv6-policy-is-a-community-self-governance-success-story/</a>

Antonio PradoHere's a wrap up of the year, as seen from <a class="hashtag" href="https://social.prado.it/tag/ripelabs" rel="nofollow noopener" target="_blank">#RIPELabs</a>! Thank you to all our amazing contributors, commenters, readers and listeners. See you in #2023 and have a great new year ahead! <a href="https://labs.ripe.net/author/alun_davies/2022-as-seen-on-ripe-labs/" rel="nofollow noopener" target="_blank">https://labs.ripe.net/author/alun_davies/2022-as-seen-on-ripe-labs/</a>

Antonio PradoEconomic sanctions have a very clear but complicated impact on people's access to the global Internet. In this episode of the <a class="hashtag" href="https://social.prado.it/tag/ripelabs" rel="nofollow noopener" target="_blank">#RIPELabs</a> <a class="hashtag" href="https://social.prado.it/tag/podcast" rel="nofollow noopener" target="_blank">#podcast</a>, Dr Farzaneh Badiei from Digital Medusa talks about how sanctions obstruct Internet access. 🎧 <a href="https://labs.ripe.net/author/alun_davies/how-sanctions-obstruct-access-to-the-internet/" rel="nofollow noopener" target="_blank">https://labs.ripe.net/author/alun_davies/how-sanctions-obstruct-access-to-the-internet/</a>

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