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#pandas

1 post1 participant0 posts today
Firebase

Tired of SQL? Ask your data ANYTHING in plain English! 🗣️

PandasAI is a revolutionary Python library that makes data analysis conversational. Turn your CSVs and DataFrames into chatbots that understand natural language queries.

⚡️ Analyze data with simple questions.
⚡️ Generate charts & visualizations on the fly.
⚡️ Speed up your data exploration workflow.

github.com/sinaptik-ai/pandas-

#Python #DataScience #AI #Pandas #opensource #BigData #SQL

Would you use this in your next project?

GitHubGitHub - sinaptik-ai/pandas-ai: Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. - sinaptik-ai/pandas-ai
GBIF

🐊 How do skills acquired through DataCamp translate to a better understanding of biodiversity data?

For Ibrahim Abdel Basir Gomaa, who completed courses in #Pandas, #Seaborn, machine learning, #SQL and statistics, these skills enabled him to confidently query large biodiversity datasets from sources like GBIF. 🔎

“One of my proudest achievements was developing a predictive model to assess species distribution patterns based on environmental factors...."

GBIF

Ever thought about learning new data skills? 👩‍💻

Through our partnership with DataCamp Adel learned introductory skills in #Python, #Pandas and #Seaborn. 🎉

"Using DataCamp, I developed a biodiversity monitoring dashboard that streamlined data collection and reporting. This tool is now being used by my team to track species populations more effectively and make data-driven conservation decisions." 🌏

Apply for the 2025 programme: 🔗gbif.link/datacampdonates

#DCDonates
Alo Japan

alojapan.com/1320264/thousands Thousands left weeping as China strips Japan of beloved pandas in bizarre move #Japan #JapanNews #news #pandas In an emotional outpouring, thousands descended upon the Japanese town to catch one last tender moment with the pandas at Adventure World Zoo before they journeyed back to China 18:00, 12 Jul 2025Updated 19:01, 12 Jul 2025 Large crowds in Japan were left in tears after China summoned the return of four beloved pandas –

Veronica Olsen 🏳️‍🌈🇳🇴🌻

Just came across this warning 😁

FutureWarning: 'H' is deprecated and will be removed in a future version, please use 'h' instead.

Ok, so it's Pandas referring to the symbol for "hour", but still. At first glance it looked like a pretty bold move! I was about to alert my sister Heidi that her name is now "heidi". 😆

#Coding#Python#Pandas
Francois Dion

Anybody using the narwhals #python package for #dataframe manipulations?

Very comfortable with #pandas and #polars syntax, but although #narwhals is supposed to be very close to polars, it is a subset and I find that there is a lot of basic stuff missing. Trying to figure out how to get the first part of a str.split.

in pandas I just add .str[0] and in polars .list.get(0)

with narwhals neither approaches are implemented. Any idea as what is supported in narwhals to do this?
#programming

Alexandre B A Villares 🐍

#TalkPythonToMe 503: The #PyArrow Revolution

Episode webpage: talkpython.fm/episodes/show/50

Media file: talkpython.fm/episodes/downloa

talkpython.fmThe PyArrow RevolutionPandas is at a the core of virtually all data science done in Python, that is virtually all data science. Since it's beginning, Pandas has been based upon numpy. But changes are afoot to update those internals and you can now optionally use PyArrow. PyArrow comes with a ton of benefits including it's columnar format which makes answering analytical questions faster, support for a range of high performance file formats, inter-machine data streaming, faster file IO and more. Reuven Lerner is here to give us the low-down on the PyArrow revolution.
#PyConUS#Python#pandas
*
KaiXin
I don't get #Python package dependencies. I have two #conda envs with exactly python versions, packages all from #pip with major overlaps. Tried install another package in env A, after downgrading several packages including #pandas all went well. But when I try loading the newly installed package in REPL cmd, an error occurred complaining about pandas version. I removed the package, deactivate env A and activate env B, install same package in env B, same downgrade happened with pandas while this time all packages loaded without any issue. And this is not the first time I see this. Before this I use conda/mamba to manage packages and I switched to pip for package management hoping this won't happen anymore.
Mike Driscoll

If you're new to #Python, you might know you can chain some methods together. You'll see this type of thing, especially in #pandas, but you can do method chaining in several of Python's built-in objects as well.

Here's an example of chaining string methods together:

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." newatlas.com/biology/pandas-ba

New Atlas · Pandas "tricked" into becoming the world's biggest bamboo fansBuilt to be carnivorous, giant pandas spend up to 16 hours a day on their backsides eating bamboo. But contrary to all the panda jokes, it's not because they're lazy or too dumb to know better. It's far more fascinating – and it may help humans, too.
#drugs#dopamine#pandas
Lukas VFN 🇪🇺

Discovery reveals giant flying squirrel once soared over Southern Appalachia
phys.org/news/2025-02-discover paper: link.springer.com/article/10.1

"A giant #FlyingSquirrel—about the size of today's house cats—once soared through the skies over what is now Southern #Appalachia, gliding above #rhinos, #mastodons and red #pandas... closest relatives are the giant #FlyingSquirrels in Japan, China and Indonesia... somehow they crossed the Bering Land Bridge alongside other #mammals about 5 million years ago."

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