Claude's NEW Data Analysis Update! (Insane Results)

[@ai-foundations]

👉🏼Master AI Here: swiy.co/aifoundations1

[@ElijahHunter77]

Test Claude for treating missing data -- delete some data, and then ask it to determine the percent of missing data; run a test for determining if data missingness fits the definition of "missing completely at random" MCAR. If so, then the missingness may be treated. Ask Claude to treat the missing data with a full-information maximum likelihood (FIML). and ask it to analyze the same.

[@ai-foundations]

Love this tip, thanks for sharing Elijah.

[@robmatpol]

Terrific lesson and examples Drake!

[@wormholeinteractive]

Amazing content as usual!

[@LydianMelody]

7:45 "NaN" is a common error in data analysis meaning "Not a number". The "M" is a placeholder for "Million" according to "const formatSales = (value) => { return `${(value / 1000000).toFixed(2)}M`; };"

[@RochaneKherbouche]

I really enjoy your videos and would love to see some educational use cases from time to time.

[@ai-foundations]

Will do!

[@yoagcur]

Very useful thanks. Putting things like formatting and error checking in the content of a project can save time. It's a shame that Claude seems to have a restriction of roughly 200kB on csv size which limits many real-world applications

[@ai-foundations]

Yes definitely. Big data is still tough, but good to get up to speed on the smaller data and functionalities so you're ready when the time comes!

[@aiforculture]

Great video, really appreciate it x

[@GavinEtter-g7x]

Awesome!

[@AdityaPatil-zb]

Hlo I am from India and i really love your vedio its really helpful for me ❤😊

[@clemenceabel5494]

By the way, the video is very informative. Keep going!

[@ElijahHunter77]

Go, Brother, GO! 😇😇😇

[@acamaroness]

Great! Thanks!

[@MitchellAllen-h6u]

Thanks for showcasing this tool! What are your thoughts on the following? Given the size restrictions of the data, I was thinking that, in a project, one could use the lab to prototype the data viz. Then, ask Claude to to build it out in the language of your choice. I tested the lab tool and then asked: Tell me if you can do this and how: build this in Excel VBA so that I can create this myself with any data.

[@TimoLuege]

Are hallucinations a problem with data analysis? Or is it not much of a problem as long as you provide it with a dataset to analyze?

[@OrenTirosh]

How, specifically, is this different than what was already available using artifacts? Claude itself claims it is not aware of any new “analysis tool”

[@MitchellAllen-h6u]

Because of its training cut-off, Claude will not be aware of newer features. The lab is specifically tailored for data analysis, vs. you having to build an exceptionally well-engineered prompt. I mean, unless you are saying that Claude was able to do this before the lab was made available?

[@OrenTirosh]

@@MitchellAllen-h6u without being aware of it and its capabilities in the system prompt how can it make use of it? Something is still unclear to me there n

[@ai-foundations]

Here ya go boss: www.anthropic.com/news/analysis-tool

[@MitchellAllen-h6u]

@@OrenTirosh I understand what you mean. I've gotten used to Claude sometimes looking at me like I have two heads. Depending on how you ask, Claude doesn't even know about the Projects feature. But then, it will explain in great detail about how the Custom Instructions frame the LLM. It's bizarre. However, It's clearly able to use these new features, thank goodness!

[@SoloTravelGuyNow]

How can we prevent this from happening? It's annoying. I'm paying for this and very quickly it tells me I can't use it for 3 hours..."Message limit reached for Claude 3.5 Sonnet"

[@adaiprosperbrou9568]

Can you share the files and prompt, you used?

[@GiveretMapit]

How is this different than what we had so far in Claude via artifacts? I work with data sets all the time and it looks the same to me with or without the new feature . What am I missing? BTW, great video as always.

[@Gpmeme948]

Go back into your Rabbit Hole NERD

[@blackgptinfo]

Their inability to export to files is a big limitation.

[@ai-foundations]

True

[@Jacekkk-qb1zd]

👍

[@clemenceabel5494]

Dude I shared the results you asked for. Please check your email. Thankyou Best regards Devyanshu