Toootim

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TerpieCatRed panda Asa patrols her kingdom. <a href="https://ohai.social/tags/RedPandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RedPandas</a> <a href="https://ohai.social/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a> <a href="https://ohai.social/tags/WhiskersWednesday" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#WhiskersWednesday</a> <a href="https://ohai.social/tags/NationalZoo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NationalZoo</a>

datum (n=1)TLDR: Pandas are dope fiends!?TIL that Pandas aren't born loving bamboo, but that it's an addiction with a dopamine component.Those cute furry pandas are actually carnivores.But they sit on their butts all day eating plants and getting high instead of chasing animals."some of the bamboo-derived miRNAs were found to regulate dopamine pathways, driving food motivation and the reward system linked to it. So if eating bamboo is a pleasurable, satisfying experience for a panda, it's more likely to be solely driven to seek out this trigger." <a href="https://newatlas.com/biology/pandas-bamboo-micro-rna/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://newatlas.com/biology/pandas-bamboo-micro-rna/</a><a href="https://zeroes.ca/tags/drugs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#drugs</a> <a href="https://zeroes.ca/tags/dopamine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dopamine</a> <a href="https://zeroes.ca/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> <a href="https://zeroes.ca/tags/bamboo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bamboo</a> <a href="https://zeroes.ca/tags/miRNA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#miRNA</a> <a href="https://zeroes.ca/tags/RNA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RNA</a>

AnnaAnthro<a href="https://mastodon.social/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a> "tricked" by bamboo chemicals into becoming the world's biggest <a href="https://mastodon.social/tags/bamboo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bamboo</a> fans<a href="https://newatlas.com/biology/pandas-bamboo-micro-rna/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://newatlas.com/biology/pandas-bamboo-micro-rna/</a>

Lukas VFN 🇪🇺Discovery reveals giant flying squirrel once soared over Southern Appalachia <a href="https://phys.org/news/2025-02-discovery-reveals-giant-flying-squirrel.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://phys.org/news/2025-02-discovery-reveals-giant-flying-squirrel.html</a> paper: <a href="https://link.springer.com/article/10.1007/s10914-025-09751-w" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://link.springer.com/article/10.1007/s10914-025-09751-w</a>"A giant <a href="https://scholar.social/tags/FlyingSquirrel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FlyingSquirrel</a>—about the size of today's house cats—once soared through the skies over what is now Southern <a href="https://scholar.social/tags/Appalachia" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Appalachia</a>, gliding above <a href="https://scholar.social/tags/rhinos" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rhinos</a>, <a href="https://scholar.social/tags/mastodons" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mastodons</a> and red <a href="https://scholar.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a>... closest relatives are the giant <a href="https://scholar.social/tags/FlyingSquirrels" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FlyingSquirrels</a> in Japan, China and Indonesia... somehow they crossed the Bering Land Bridge alongside other <a href="https://scholar.social/tags/mammals" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mammals</a> about 5 million years ago."

CodyGot the limited edition SmarTrip card and it is not the one with a glowering egomaniac. <a href="https://social.lol/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a>

Alexandre B A Villares 🐍<a href="https://ciberlandia.pt/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> for <a href="https://ciberlandia.pt/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataAnalysis</a>: <a href="https://ciberlandia.pt/tags/DataWrangling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataWrangling</a> with <a href="https://ciberlandia.pt/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a>, <a href="https://ciberlandia.pt/tags/NumPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NumPy</a>, and <a href="https://ciberlandia.pt/tags/Jupyter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jupyter</a> 3rd edition openly available at <a href="https://wesmckinney.com/book/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://wesmckinney.com/book/</a>

Teixi<a href="https://fediscience.org/@jzsimon" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@jzsimon</a> <a href="https://oldbytes.space/@arclight" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@arclight</a> <a href="https://fediscience.org/@JosetAEtzel" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@JosetAEtzel</a> Check this fresh updated article: <a href="https://codingidol.com/how-to-plot-in-python-without-matplotlib/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://codingidol.com/how-to-plot-in-python-without-matplotlib/</a> <a href="https://mastodon.social/tags/Plotly" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Plotly</a> <a href="https://mastodon.social/tags/Seaborn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Seaborn</a> <a href="https://mastodon.social/tags/Bokeh" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Bokeh</a> <a href="https://mastodon.social/tags/Altair" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Altair</a> <a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://mastodon.social/tags/python3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python3</a> <a href="https://mastodon.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a>

Tommi 🤯Mastodon.social alt text analysis report! 🧐Me and my friend Cristal just published <a href="https://github.com/alterism/mastodon-alt-text" rel="nofollow noopener noreferrer" target="_blank">a report</a> on image description usage on mastodon.social, as a group project for the <a href="https://ois2.tlu.ee/tluois/subject/ULP6613-23265" rel="nofollow noopener noreferrer" target="_blank">Introduction to Data Science</a> course of the <a href="https://aissprogram.eu" rel="nofollow noopener noreferrer" target="_blank">Artificial Intelligence and Sustainable Societies</a> Erasmus Mundus Joint Master program.Thoughts and feedback are welcome 💕A huge thanks to <a href="https://stefanbohacek.online/@stefan" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@stefan</a> for publishing <a href="https://www.kaggle.com/datasets/fourtonfish/mastodon-social-alt-text-use-by-client-app" rel="nofollow noopener noreferrer" target="_blank">the dataset</a> on which we based our analysis!NOTE: We are absolutely aware that the report has very little actual relevance, as the dataset contains a super limited amount of posts from one instance only. It was mainly an experimentation to test our data analysis skills.<a href="https://pan.rent/tags/a11ty" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#a11ty</a> <a href="https://pan.rent/tags/accessibility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#accessibility</a> <a href="https://pan.rent/tags/alttext" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#alttext</a> <a href="https://pan.rent/tags/mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mastodon</a> <a href="https://pan.rent/tags/mastodonsocial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mastodonsocial</a> <a href="https://pan.rent/tags/report" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#report</a> <a href="https://pan.rent/tags/dataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataScience</a> <a href="https://pan.rent/tags/JupyterLab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#JupyterLab</a> <a href="https://pan.rent/tags/JupyterNotebook" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#JupyterNotebook</a> <a href="https://pan.rent/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://pan.rent/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> <a href="https://pan.rent/tags/MatPlotLib" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MatPlotLib</a> <a href="https://pan.rent/tags/NumPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NumPy</a>

SimonMolinskyI’ve written article about <a href="https://fosstodon.org/tags/pandera" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandera</a> - <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> package used for <a href="https://fosstodon.org/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> <a href="https://fosstodon.org/tags/DataFrame" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataFrame</a> validation: <a href="https://www.linkedin.com/pulse/do-you-use-dataframes-your-production-environment-schema-molinski-9swaf" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.linkedin.com/pulse/do-you-use-dataframes-your-production-environment-schema-molinski-9swaf</a>(Sorry that this is on LinkedIn, but I’m trying to reach general audience there - my main goal is to promote the package and <a href="https://fosstodon.org/@pyOpenSci" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@pyOpenSci</a> , and LinkedIn has larger community than my personal blog 😊)

SharlatanGood news <a href="https://mastodon.social/tags/NumPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NumPy</a> is built 1.23.2->1.24.4 with the latest <a href="https://mastodon.social/tags/pytest" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pytest</a> and <a href="https://mastodon.social/tags/MyPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MyPy</a>, any other versions up to 1.26.4 could not be built without a higher level of wizardry.<a href="https://mastodon.social/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a> has been built on the latest version!Fixing failing dependency to build <a href="https://mastodon.social/tags/SciPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SciPy</a> hoping to refresh it to the latest version when chaning packages are resolved.70+ commits are in the queue for the python team in <a href="https://mastodon.social/tags/Guix" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Guix</a>. Oh Brave New World...

Marian Dörkthe hands-on tutorials for data visualization are now also available in German – many thanks to Nadine Geffers!<a href="https://infovis.fh-potsdam.de/tutorials/de/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://infovis.fh-potsdam.de/tutorials/de/</a><a href="https://vis.social/tags/DataVis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataVis</a> <a href="https://vis.social/tags/DataViz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataViz</a> <a href="https://vis.social/tags/Visualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Visualization</a> <a href="https://vis.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://vis.social/tags/OER" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OER</a> <a href="https://vis.social/tags/OpenEducation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenEducation</a> <a href="https://vis.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://vis.social/tags/Jupyter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jupyter</a> <a href="https://vis.social/tags/Altair" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Altair</a> <a href="https://vis.social/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a> <a href="https://vis.social/tags/FHPotsdam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FHPotsdam</a>

Marian DörkDie praktischen Tutorials zu Datenvisualisierung liegen nun auch auf Deutsch vor – herzlichen Dank an Nadine Geffers für die Übersetzung!<a href="https://infovis.fh-potsdam.de/tutorials/de/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://infovis.fh-potsdam.de/tutorials/de/</a><a href="https://vis.social/tags/DataVis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataVis</a> <a href="https://vis.social/tags/DataViz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataViz</a> <a href="https://vis.social/tags/Visualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Visualization</a> <a href="https://vis.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> <a href="https://vis.social/tags/OER" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OER</a> <a href="https://vis.social/tags/OpenEducation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenEducation</a> <a href="https://vis.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://vis.social/tags/Jupyter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jupyter</a> <a href="https://vis.social/tags/Altair" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Altair</a> <a href="https://vis.social/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a> <a href="https://vis.social/tags/FHPotsdam" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FHPotsdam</a>

Maxi 10x 💉<a href="https://ard.social/@tagesschau" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@tagesschau</a> »"China möchte ein Bild von sich selbst im öffentlichen Bewusstsein schaffen und bringt die Menschen dazu, an ein großes Plüschtier zu denken", sagt Barbara Bodine, Professorin für Diplomatie-Studien an der Georgetown-Universität in Washington D.C. "Wenn die Leute an China denken, denken sie an <a href="https://chaos.social/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a>, sie denken an etwas Süßes und Kuscheliges. Und das ist eine wunderbare Möglichkeit, sich selbst zu vermarkten, insbesondere wenn der Rest des Brandings nicht ganz so positiv ist."«

Carson Hill 📎Spotted some awesome <a href="https://mastodon.social/tags/graffiti" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#graffiti</a> in <a href="https://mastodon.social/tags/Burien" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Burien</a> this past weekend, in an alley just behind the excellent <a href="https://mastodon.social/tags/AustralianPieCompany" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AustralianPieCompany</a>.Love the way the artist did the fur detailing, something I don't notice often that really makes the piece pop.<a href="https://mastodon.social/tags/panda" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#panda</a> <a href="https://mastodon.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> <a href="https://mastodon.social/tags/art" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#art</a> <a href="https://mastodon.social/tags/urbanphotography" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#urbanphotography</a> <a href="https://mastodon.social/tags/urbanart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#urbanart</a> <a href="https://mastodon.social/tags/seattle" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#seattle</a> <a href="https://mastodon.social/tags/pnw" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pnw</a> <a href="https://mastodon.social/tags/streetart" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#streetart</a>

Tommi 🤯Hey <a href="https://pan.rent/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> people!I am about to start my first “Introduction to Data Science” course at <a href="https://pan.rent/tags/University" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#University</a>, and our professor asked us to team up and think about a project that we want to do.Nevertheless, since I don’t know anything about the topic yet, I would really appreciate any tips of entry-level data science projects that I could do with <a href="https://pan.rent/tags/OpenData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenData</a> <a href="https://pan.rent/tags/DataSets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataSets</a> in <a href="https://pan.rent/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a>!Probably, we will be using <a href="https://pan.rent/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a>. Since you’re here, any additional learning resources or general suggestions are much welcome, too!Thanks ❤️👾(Not sure how useful it is, but this is the course link: <a href="https://ois2.tlu.ee/tluois/subject/ULP6613-23265" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ois2.tlu.ee/tluois/subject/ULP6613-23265</a>)<a href="https://pan.rent/tags/DataScience101" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience101</a> <a href="https://pan.rent/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://pan.rent/tags/learning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#learning</a> <a href="https://pan.rent/tags/coding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coding</a> <a href="https://pan.rent/tags/DataSet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataSet</a> <a href="https://pan.rent/tags/ErasmusMundus" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ErasmusMundus</a> <a href="https://pan.rent/tags/AISS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AISS</a> <a href="https://pan.rent/tags/ErasmusMundusJointMaster" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ErasmusMundusJointMaster</a> <a href="https://pan.rent/tags/Master" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Master</a> <a href="https://pan.rent/tags/help" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#help</a> <a href="https://pan.rent/tags/MastoHelp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MastoHelp</a> <a href="https://pan.rent/tags/MastoAiuto" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MastoAiuto</a>

Ehay2k<a href="https://journa.host/@w7voa" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@w7voa</a> Here's the current status as of 7:50 AM. It says the plane will arrive 6 minutes early. Giant pandas, welcome to DC, where no good deed goes unpunished. Arrive early, but then you have to wait for a gate to open up, then wait even longer for your luggage because you went to a new gate!😉 <a href="https://mastodon.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> <a href="https://mastodon.social/tags/NationalZoo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NationalZoo</a>

Eric MaugendreHow to identify and handle duplicate values: <a href="https://stackabuse.com/handling-duplicate-values-in-a-pandas-dataframe/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://stackabuse.com/handling-duplicate-values-in-a-pandas-dataframe/</a><a href="https://hachyderm.io/tags/dataDev" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataDev</a> <a href="https://hachyderm.io/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://hachyderm.io/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a> <a href="https://hachyderm.io/tags/dataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataAnalysis</a> <a href="https://hachyderm.io/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statistics</a> <a href="https://hachyderm.io/tags/stats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#stats</a> <a href="https://hachyderm.io/tags/dataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataScience</a>

pyOpenSciGreat Tables is in need of great reviewers! We’re looking for volunteer reviewers with expertise in Pandas or Polars DataFrames and an interest in making beautiful tables to help review the Great Tables Python package.🫶 New to reviewing? We offer mentorship!⚡ Learn more about Great Tables: <a href="https://github.com/posit-dev/great-tables" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/posit-dev/great-tables</a> 💜 Apply today: <a href="https://bit.ly/pyOSReviewer" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://bit.ly/pyOSReviewer</a><a href="https://fosstodon.org/tags/OpenSource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenSource</a> <a href="https://fosstodon.org/tags/OpenScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenScience</a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://fosstodon.org/tags/pyOpenSci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pyOpenSci</a> <a href="https://fosstodon.org/tags/Volunteer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Volunteer</a> <a href="https://fosstodon.org/tags/GreatTables" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GreatTables</a> <a href="https://fosstodon.org/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a> <a href="https://fosstodon.org/tags/Polars" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Polars</a>

GrickleTODAY! I'll be LIVE drawing with Julián Nariño on my IGTV! We'll start at 4PM PT! Get in shape and join the fun with your <a href="https://mstdn.social/tags/grickledoodle" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#grickledoodle</a> requests! <a href="https://mstdn.social/tags/cartoon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cartoon</a> <a href="https://mstdn.social/tags/drawing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#drawing</a> <a href="https://mstdn.social/tags/art" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#art</a> <a href="https://mstdn.social/tags/funny" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#funny</a> <a href="https://mstdn.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> <a href="https://mstdn.social/tags/80s" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#80s</a> <a href="https://mstdn.social/tags/aerobics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#aerobics</a> <a href="https://www.instagram.com/grickle14/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.instagram.com/grickle14/</a>

Eric MaugendreA categorical variable takes on a limited number of values. The categorical <a href="https://hachyderm.io/tags/dataType" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataType</a> is useful in the following cases: - A string variable consisting of only some values. df[["label"]].astype("category") saves memory. - The lexical order is not the same as the logical order (“one”, “two”, “three”). Sorting and min/max will use the logical order. - As a signal to other libraries to treat as a category.More: <a href="https://pandas.pydata.org/pandas-docs/stable/user_guide/categorical.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://pandas.pydata.org/pandas-docs/stable/user_guide/categorical.html</a><a href="https://hachyderm.io/tags/dataDev" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataDev</a> <a href="https://hachyderm.io/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a> <a href="https://hachyderm.io/tags/Pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pandas</a> <a href="https://hachyderm.io/tags/dataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dataAnalysis</a> <a href="https://hachyderm.io/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statistics</a> <a href="https://hachyderm.io/tags/stats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#stats</a>

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