David Krupp

Building & launching products at PicazzoData.
Exploring better ways to refine, execute, and scale ideas.

[David Krupp @PicazzoDave]

@filippkowalski I’m taking a different angle than MCP. It's also API-driven LLM but more focused on metadata governance and structured AI context.

I see it as complementary, though the space is moving quickly and there is still uncertainty in how it will take shape.

[David Krupp @PicazzoDave]

@poorvanangia03 I would start by working on simple hobby projects while learning the basics. Avoid tutorials if you can, so you can learn to make product decisions as you build up your coding skills.

[David Krupp @PicazzoDave]

@ryolu_ Depends on context for me, but generally, Value(Accuracy OR Creativity) vs. Cost (Time AND Money)

[David Krupp @PicazzoDave]

@shivrajc @O_Syringa_Z @DatavizChimdi @VizWithIrene @Tableau_Picasso Excellent, as always. This is an interesting path to explore further.

[David Krupp @PicazzoDave]

@theneilrichards Thanks Neil! I hope all is going well with you too!

[David Krupp @PicazzoDave]

@curtisharris_ ...have an Undo button?

[David Krupp @PicazzoDave]

An elegant dataviz solution to communicate mortgage rates. @lenkiefer 's Twitter feed shows the power of combining domain expertise with data visualization skills.

[📈 Len Kiefer 📊 @lenkiefer]

chart style 1979,
cool kids never have the time

[David Krupp @PicazzoDave]

@__stillPoint @PsychScientists This article is exactly what I needed to read today. Thank you!

[David Krupp @PicazzoDave]

For me, the biggest issue with the terms "data-driven" or "data-led" are the underlying assumptions you are automatically adding value when using data. This ignores the strategy, judgment, cognition, and psychology part of the equation when using data visualization or stats.

[Ravi Mistry @Scribblr_42]

Comes off the back of a chat with someone just now after the #dataliteracy panel at #data20.

What are the pitfalls of being data driven vs data led? And vice versa?

Are they different? Are they the same?

[David Krupp @PicazzoDave]

@drcodyjphillips @khornbaek I think this is an interesting perspective. I don't think it would controversial, but can you give an example?

[David Krupp @PicazzoDave]

@enjalot @mrejfox I've never built a force layout or a cartogram, and this makes so much sense to me. You have taken a very complex concept and made it much easier to understand. It's a completely new dataviz approach to simplify complex problems, which will ultimately make them easier to solve.

[David Krupp @PicazzoDave]

This might be the best dataviz approach I've seen to set up the Electoral College for exploration. It's like Moneyball but for dataviz. It visually simplifies a complex problem in a completely new way that helps people think. You could take this in many interesting directions.

[EJ Fox @mrejfox]

It is very satisfying to watch the little electoral votes zoom between configurations #CWF

[David Krupp @PicazzoDave]

@enjalot @mrejfox How about a scatter plot with level vs change? My first instinct would be to use density as a bucket and not a scale.

[David Krupp @PicazzoDave]

@mrejfox I honestly don't understand why this didn't get more engagement from the dataviz community. How you set up the data granularity and abstraction to this problem is perfect, IMO.

[David Krupp @PicazzoDave]

@davidmpires @tableau This is great news. Excellent move by Tableau offering free education on data literacy.

[David Krupp @PicazzoDave]

@taawwmm Hey Tom, how's it going? I missed you at TC last week. Feel free to reach out to catch up on dataviz some time.

[David Krupp @PicazzoDave]

@DataRemixed A month is from the moon and a year is an earth orbit. A week is arbitrary from the Bible? On a timeline of seemingly infinite history & future, 2021 is a blip. Life is short and feels shorter the older we get, especially with context and human perception. thx for depressing me!

[David Krupp @PicazzoDave]

@JSBaucke Figma is primarily a UX/UI tool to create screens and prototype experiences. Designers often export designs and assets using something like Zeplin for dev. I think Tableau people often use it for other reasons, like a simple way to make icons or other vectors.

[David Krupp @PicazzoDave]

@JSBaucke It's an online interface design tool that is popular among product designers for hi-fi designs, prototyping, and more. It's free, has good collaboration features, easy to export assets, and works well on windows. I switched from Sketch to Figma about a year ago.