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SQLAllFather<p>I left Spotify in 2021 and started listening to my own music collection. I already had the MP3s and/or the CDs from which to rip them, so I hosted them on my Plex server and started listening to them using the excellent Plexamp mobile client.</p><p>One thing I missed from Spotify was the "wrapped" listening summary... but I'd always believed I could improve on what Spotify delivered. This winter break I spent some time implementing a solution in Microsoft Fabric. I used data from my Plex server's SQLite database for recent years, and from the JSON files that Spotify will send you if you make a GDPR data request for older years. I standardized enriched both data sets with the open source MusicBrainz database, and then visualized some Spotify-inspired vanity metrics in Power BI.</p><p>1/</p><p><a href="https://techhub.social/tags/Notify" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Notify</span></a> <a href="https://techhub.social/tags/Plex" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Plex</span></a> <a href="https://techhub.social/tags/Plexamp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Plexamp</span></a> <a href="https://techhub.social/tags/YearInReview" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>YearInReview</span></a> <a href="https://techhub.social/tags/Music" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Music</span></a> <a href="https://techhub.social/tags/Metal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Metal</span></a> <a href="https://techhub.social/tags/MicrosoftFabric" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MicrosoftFabric</span></a> <a href="https://techhub.social/tags/PowerBI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PowerBI</span></a></p>
petersuber<p>The <a href="https://fediscience.org/tags/COAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>COAR</span></a> (<span class="h-card"><a href="https://bird.makeup/users/coar_ev" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>coar_ev</span></a></span>) <a href="https://fediscience.org/tags/Notify" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Notify</span></a> project has created exciting new levels of <a href="https://fediscience.org/tags/interoperability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>interoperability</span></a> between <a href="https://fediscience.org/tags/OpenAccess" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenAccess</span></a> <a href="https://fediscience.org/tags/preprint" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>preprint</span></a> <a href="https://fediscience.org/tags/repositories" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>repositories</span></a> and other pieces of <a href="https://fediscience.org/tags/OpenInfrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenInfrastructure</span></a>. <br><a href="https://www.coar-repositories.org/news-updates/whats-new-with-coar-notify/" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">coar-repositories.org/news-upd</span><span class="invisible">ates/whats-new-with-coar-notify/</span></a></p><p>Notify now supports: </p><p>* One-click requests for peer review (from <a href="https://fediscience.org/tags/Prereview" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Prereview</span></a>, <span class="h-card"><a href="https://mas.to/@prereview" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>prereview</span></a></span>) for <a href="https://fediscience.org/tags/preprints" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>preprints</span></a> in <a href="https://fediscience.org/tags/bioRxiv" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bioRxiv</span></a> (<span class="h-card"><a href="https://biologists.social/@biorxivpreprint" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>biorxivpreprint</span></a></span>) and <a href="https://fediscience.org/tags/SciELO" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SciELO</span></a> (<span class="h-card"><a href="https://bird.makeup/users/redescielo" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>redescielo</span></a></span>)</p><p>* One-click submissions to OA journals (from <a href="https://fediscience.org/tags/Episciences" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Episciences</span></a>, <span class="h-card"><a href="https://bird.makeup/users/episciences" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>episciences</span></a></span>) for preprints in <a href="https://fediscience.org/tags/HAL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HAL</span></a> (<span class="h-card"><a href="https://social.numerique.gouv.fr/@hal_fr" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>hal_fr</span></a></span>)</p>