Austin Bradley

Austin Bradley

@datasense.bsky.social

HS science teacher turned data wrangler for edu nonprofit. Proud wife guy.

974 followers1.1K following253 posts

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Happy to see 🦋 gaining momentum! About me: I'm Austin, I'm a non-profit guy & former HS Science teacher 👨‍🔬 Studied International Affairs (always happy to chat politics & 🌍 ) I now work as a data & financial analyst 👨‍💻 I'm a big fan of travel✈️, learning languages 🇩🇪 🇪🇸, soccer ⚽ & building things 👷‍♂️

Mulling on a thought. As a data professional, I feel it's my responsibility to make sure my business colleagues understand the processes their data goes through. I'm uncomfortable with stakeholders saying "I don't know how it works, it just does!" Not sure though if this is normal.

Just wait till we get kids cutting off the back of their pants so it doesn't soak up water, while letting the front still cover the shoes. That was my sophomore uniform.

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Nothing like a carefully laid out plan of all the things you were going to tackle before a slate of meetings that gets completely derailed by a random request that should have been quick but ended up taking you to Mordor and back.

Austin Bradley reposted

I think all the time that this is the "science reform" we need to be having. Discrimination in science probably costs us more in scientific insight and scientists' well-being than anything else. AND these toxic patterns are not independent of fraud because toxic cultures create fraud pressures

Alexandra Witze@alexwitze.bsky.social

We've been waiting for this report from NSF for many months — results of a survey on sexual harassment at US Antarctic stations. The numbers aren't good, but at least this problem is out in the open & starting to be tackled. www.nature.com/articles/d41...

Just yesterday we had a conversation in my nonprofit about removing the icon & link from the list of social media sites we include in our email signature. Should have happened a while ago, but it's better late than never.

Half of #charities (51%) have either left or cut back on their use of X (a huge increase from the 18% last year). The rise in part due to 60% of large charities & 65% of LGBTQIA+ charities parting ways with X. Source: @zoeamar.bsky.social' Charity Digital Skills Report: charitydigitalskills.co.uk

I may have just successfully convinced our head of tech that, no, we in fact *do not* need to spend 5 figures for a consultant firm to engage in a "discovery process" to "assess how AI can enhance our workstreams." AMA

Very curious if board members are aware of how much organizational time and energy they take up. There are certain aspects of the dominant organizational leadership model that continues to confound me. This is absolutely one of them.

Enjoying this chain of QT's and responses over coffee ☕ before going into the "spreadsheet mines" ⛏️ as my wife and I like to call them 😅 #databs

Nute@nutedawn.bsky.social

This is the truest thing I have ever seen. You cannot imagine how much the Romans would have lost their minds for excel. They literally already started writing our historical chronicles in synchronized columns *by hand*

Just spent the past 20 minutes trying to organize data, getting increasingly frustrated at each pass because no matter how many times I tried to get the error count down to zero there were always just a *few* that were off.

Turns out, I was just shuffling the errors back and forth. Like someone trying to dig two holes beside each other, every time I grabbed a new shovelful of dirt and tossed it over the side I was tossing it into the other hole.

I don't want to say that my recent experiences at work are radicalizing me *against* the star schema per se, but boy is it funny to walk through someone else's construction project and realize that they had one hammer in hand...so every problem immediately became a nail.

Trying to (kindly) remind my business colleagues that, just like with real objects in the physical world, if you don't put the data in the place where it goes it won't magically appear there when you go to look for it.

+1 for eye masks. Once I started using them, I completely stopped waking up in the middle of the night. A shockingly simple solution, honestly.

Nico Ritschel@nicoritschel.com

Slept with an eye mask and earplugs for the first time… wow this is what I’ve been missing 😳

Austin Bradley reposted

Another episode, this time about reconfigured, an AI-assisted journaling tool. If you wish you had a better tool to capture your thoughts as you go through an analysis, have a listen! #dataBS #datasky

Half Stack Data Science podcast@halfstackdatascience.com

New episode! Thanks to @thesnappingdog.bsky.social and his cofounder Niko for sitting down to talk to us about their AI-assisted journaling tool, reconfigured. Listen here: open.spotify.com/episode/2CFM...

Austin Bradley reposted

The discussion and engagement was so good on this over the last few weeks that I went ahead and added 2 whole new sections to this blog post (worth checking out if you already read this!): I reflect on the discussions and fun that we had as well as provide more resources and a call to action.

frank.computerMinimalism and the absurdity of the data-to-ink-ratioHow much minimalism is too much minimalism? I explore this question and propose the most minimalist, highest scoring data-to-ink ratio on a visualization ever made as a thought piece. Why? Well novice...

One of my favorite underappreciated features of Spotify is the "don't play this artist" setting. As far as my app is concerned, Chris Brown, Eric Clapton, and DJ Khaled have never touched a microphone, a guitar, or a turntable. The unfortunate thing is this setting isn't available for podcasts.

Hell, with all the improvements they've been making to the platform (complimentary), I think it's fair to expect to be surprised by questions about some new feature or ability I haven't interacted with yet.

Had a business leader tell me they could cry today when I shared a dashboard I'd built for her because it shows her information she's been asking for "for literally years now." So yeah, that felt pretty good

My least favorite part about working with data is when you present multiple, mutually exclusive, solutions to a business leader and they respond with "all of them, except the easiest, please"

Already loving this article, and I can attest to it in a way because I love having an e-reader but I hate Kindle's native note taker, so I bought a cheap tablet and have treated it like a "dumb phone," and find it *much* more pleasant to keep around than the device I'm typing this out on right now.

Casey Johnston@caseyjohnston.bsky.social

I had a baby and wrote a book last year, and I don't think I could have done either without doing this first

I remember conducting debate research in high school using Lexis Nexis (not Google) because while the internet was growing like gangbusters, validated information was still the coin of the realm. We're quickly waltzing ourselves back into this world. What's old is new, yet again.

Gergely Orosz@gergely.pragmaticengineer.com

Fair chance that Deep Research by ChatGPT, Perplexity, Google will only get worse over time: not because LLMs will get worse, but because valuable data for any decent analysis will NOT be on the open web. Paywalls are coming to lock away quality stuff. Even now I can see it:

This is absolutely where things are headed. And in some ways, I think this could be good?? Users want useful, accurate, and current information and the people who do the work to provide it should be compensated - even if AI is doing the indexing and surfacing of it. bsky.app/profile/gerg...

Gergely Orosz@gergely.pragmaticengineer.com

Quality sources like Financial Times: behind a paywall, non-crawlable by these crawlers (OpenAI's Deep Research noted this during research and finally have up on going to the FT that actually had the good data) I imagine a service to connect paid subs to do research will eventually take off.

It's true what they say about your greatest strength being your greatest weakness. I know this, because I have a pretty high tolerance for mundane, hyper-detailed tasks if they're in pursuit of building something that will eventually save me and everyone else time.

Austin Bradley reposted

⚡️ The historic moment of Estonia leaving the Russian-fed power grid. On February 8, Lithuania, Latvia and Estonia left Russia and Belarus energy system. By the end of the day today, they will have joined the European grid.

Austin Bradley reposted

If you are a member of an underrepresented group in data science, consider applying for a scholarship to attend this year's posit::conf() in Atlanta!

Posit@posit.co

We’re thrilled to offer Opportunity Scholarships for posit::conf(2025)! These aim to support folks typically underrepresented at similar confs. If you know anyone who'd be a good candidate – perhaps you! – apply by Feb 21: pos.it/opp-scholar-2025 #DataScience #positconf2025 #rstats #pydata

"thank you chocolate hero" 😔

depths of wikipedia@depthsofwikipedia.bsky.social

if you've noticed a lot of chocolate on the main page of wikipedia it's because 6 mo ago one random person started cranking out a tooooon of amazing overhauls to chocolate articles and now the quality of chocolate content has literally never been better. thank you chocolate hero whoever you are

Austin Bradley reposted

Since reading Chris Miller’s “Chip War” last year I can’t stop thinking about this. The phone I’m writing this on is alien technology. Chips made by etching patterns so small they can’t even be seen by visible light, using lasers created by heating tin to the surface temperature of the sun.

Roger Senserrich@4freedoms.es

My GPU has 45 billion transistors in it. Like, we have this magic rock that we carved 45,000,000,000 miniature switches on it to create images of worlds that do not exist on a screen. We really, really not appreciate enough how insanely magical technology is.

Austin Bradley reposted

Game changer: Did you know every single bluesky account also has an RSS feed? Just add /rss to the end of it. I plugged @reckless.bsky.social’s post RSS feed into the free app feeeed and now I can check in on what’s happening with the TikTok ban without the overhead of getting sucked into Bluesky