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Data Behind the Scenes Conference

@databsconf.com

Real stories of data work from the folks in the trenches. Wednesday, 2025-09-24 https://databsconf.com/ header: Voyage Pro on Unsplash avi: vectorsmarket15 on Flaticon posts: @qethanm.bsky.social

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Data Behind the Scenes 2025 - YouTube Data Behind the Scenes is a data conference by data practitioners, for data practitioners. We come together to share stories and experiences about the the me...

That's a wrap! Thanks for following this thread of #DataBS Conference talks.

You can also watch the full playlist on our YouTube channel:

www.youtube.com/playlist?lis...

22.10.2025 13:23 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
DataBS 2025 - 12 - David Hood - Lunchtime project to cabinet briefing
DataBS 2025 - 12 - David Hood - Lunchtime project to cabinet briefing YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

In our closing session, @thoughtfulnz.bsky.social 's name winds up in some โ€ฆ unexpected places. All because he spent some of his spare time working on a data project, and conversing with people online.

www.youtube.com/watch?v=vIIT...

21.10.2025 14:26 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 - 11 - David Asboth - The Data Science Ship of Theseus
DataBS 2025 - 11 - David Asboth - The Data Science Ship of Theseus YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

Who _are_ we, as data practitioners? What is it we actually _do_ ?

@davidasboth.com hosts our late-night philosophy session, to explore the changing role of the data scientist in a world of AI:

www.youtube.com/watch?v=uCR1...

20.10.2025 23:47 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
DataBS 2025 - 10 - Caleb Bowie - Found in Translation: Building Metrics Stakeholders Need, Not Want
DataBS 2025 - 10 - Caleb Bowie - Found in Translation: Building Metrics Stakeholders Need, Not Want YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

When your job is all numbers and data, it's easy to lose sight of higher-order business concerns. Sometimes you need to dig deeper into stakeholder requests to get them what they actually need.

Caleb Bowie shares his playbook:

www.youtube.com/watch?v=N71X...

19.10.2025 14:28 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 -09- Gabrielle Yang - Bringing Ambiguity to Impact, guide for leading through complexity
DataBS 2025 -09- Gabrielle Yang - Bringing Ambiguity to Impact, guide for leading through complexity YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

It's tough enough to draw information from raw data. Even tougher when the very questions you're trying to answer are not clear.

Gabrielle Yang shares her process on moving from hazy business requests to meaningful insight:

www.youtube.com/watch?v=SDb7...

18.10.2025 14:27 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 - 08 - Joshua Noble - The Unreasonable Expectations of "Data"
DataBS 2025 - 08 - Joshua Noble - The Unreasonable Expectations of "Data" YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

For ~15 years companies have been very excited about data. Which is good! Until they heap a bunch of formatted-for-humans PDFs on your desk and expect you to work your magic.

As @fctry2.bsky.social explains:

www.youtube.com/watch?v=yo8k...

18.10.2025 00:19 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
The "girl grinning as house burns" meme, with the text: "If prod burns, prod burns."

(Credit: @gecky.me)

The "girl grinning as house burns" meme, with the text: "If prod burns, prod burns." (Credit: @gecky.me)

Bonus โ€“ @gecky.me later offered this as an addendum to her talk:

16.10.2025 15:47 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataVS 2025 - 07 - Amanda Alvarez - There are no data emergencies
DataVS 2025 - 07 - Amanda Alvarez - There are no data emergencies YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

Has anyone tried to convince you that they're having a data emergency?

They're probably not. According to @gecky.me data emergencies don't exist โ€ฆ except when they do:

www.youtube.com/watch?v=kxSh...

16.10.2025 15:47 ๐Ÿ‘ 0 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 - 06 - Q McCallum - (Not Quite) Instant Awesomeness: corporate genAI adoption gone wrong
DataBS 2025 - 06 - Q McCallum - (Not Quite) Instant Awesomeness: corporate genAI adoption gone wrong YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

Your CEO _really_ thinks genAI is amazing, in spite of the headlines about AI mishaps. What's the deal? And what can you do about it?

As @qethanm.bsky.social explains, it's all about sizing up the risk:

www.youtube.com/watch?v=b9pG...

15.10.2025 17:59 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
DataBS 2025 - 05 - Paul Rosenzweig - How I Made dbt Builds 6x Faster (Then Rolled It Back)
DataBS 2025 - 05 - Paul Rosenzweig - How I Made dbt Builds 6x Faster (Then Rolled It Back) YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

It's good to speed things up, right? Not always!

Data engineer Paul Rosenzweig sped up some processes, only to realize that the added speed came at a cost.

www.youtube.com/watch?v=KbLV...

14.10.2025 14:22 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 - 04 - Prasanta Kumar Dutta - From Chaos to Clarity: Data Journalism in the COVID era
DataBS 2025 - 04 - Prasanta Kumar Dutta - From Chaos to Clarity: Data Journalism in the COVID era YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

Reuters graphics journalist Prasanta Kumar Dutta shares his experience building Covid trackers in the early days of the pandemic. You know, when data sources were perfectly clean and available and ready for analysis. Right? Right?

www.youtube.com/watch?v=FI2d...

13.10.2025 14:26 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 - 03 - Ramona Daniel - 10 Red Flags Say Your Multi-Market Research Data Went Sideways
DataBS 2025 - 03 - Ramona Daniel - 10 Red Flags Say Your Multi-Market Research Data Went Sideways YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

That market research data looks good at first, but you sense that something's โ€ฆ off. Way off. From technical matters to cultural differences to people moving the goal posts โ€ฆ

Ramona Daniel explains it all:

www.youtube.com/watch?v=pSA6...

12.10.2025 15:28 ๐Ÿ‘ 4 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 - 02 - Matthew Brandt -Churn Prediction: We thought it was hard but it was easy
DataBS 2025 - 02 - Matthew Brandt -Churn Prediction: We thought it was hard but it was easy YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

How can data tell you when a customer will cancel their service? Are you taking the hard route in figuring this out? And what does this have to do with butter?

In other words ... Matthew Brandt talks about churn prediction:

www.youtube.com/watch?v=i9DB...

11.10.2025 14:18 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 - 01 Krishna - Tailoring satellite images
DataBS 2025 - 01 Krishna - Tailoring satellite images YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

Have you ever had to juggle 13k geospatial images of about 1GB apiece, dealing with coordinate systems and cleaning out watermarks? Krishna ( thechaoticneuron ) did, and he was kind enough to share his experience:

www.youtube.com/watch?v=UyFA...

10.10.2025 13:37 ๐Ÿ‘ 4 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
DataBS 2025 -- Randy Au - Opening remarks -- Making space is important
DataBS 2025 -- Randy Au - Opening remarks -- Making space is important YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

@randyau.com opened the live event by exploring how Data Behind the Scenes came about, reminding us that we can all find joy and make space.

www.youtube.com/watch?v=5JCI...

09.10.2025 12:59 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
Scraping, Cleaning, and Embracing the Mess: Lessons from analysing court data in India -2025 PreShow
Scraping, Cleaning, and Embracing the Mess: Lessons from analysing court data in India -2025 PreShow YouTube video by Data Behind the Scenes

For the second #DataBS Conf preshow talk, Anindita Pattanayak (Enfold Proactive Health Trust) shared the team's journey to scrape, clean, and analyze court data:

www.youtube.com/watch?v=Qbl7...

08.10.2025 15:35 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
Wizard without the Curtain, Krysta Chauncey, Ph.D. -- DataBS 2025 Pre-show
Wizard without the Curtain, Krysta Chauncey, Ph.D. -- DataBS 2025 Pre-show YouTube video by Data Behind the Scenes

Highlighting #DataBS Conf talks:

Two talks actually took place _before_ the live event, as part of our preshow.

In the first one, Krysta Chauncey, Ph.D. described collecting UX data for autonomous vehicles. There was a bit of a magic act involved:

www.youtube.com/watch?v=0qel...

07.10.2025 16:05 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
Preview
Data Behind the Scenes 2025 - YouTube Data Behind the Scenes is a data conference by data practitioners, for data practitioners. We come together to share stories and experiences about the the me...

The videos from the #DataBS Conference have made it to YouTube!

Over the coming days, we'll highlight sessisons from the event -- one post per talk.

You can also sneak ahead by going straight to the YouTube playlist, here:

www.youtube.com/playlist?lis...

06.10.2025 17:15 ๐Ÿ‘ 24 ๐Ÿ” 12 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Aaaaand that's a wrap! Thanks everyone for joining.

If you weren't able to attend today, no worries. We'll post here when the videos have made it to YouTube.

24.09.2025 21:31 ๐Ÿ‘ 5 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Thread 3:

bsky.app/profile/alan...

24.09.2025 20:12 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Thread 2:

bsky.app/profile/alan...

24.09.2025 18:27 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

Check it out: @alanau.bsky.social is following the conf in some threads

Thread 1:

24.09.2025 18:27 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Two more talks -- AI (un)awesomeness and data (not)emergencies -- and now we're on to a quick break.

24.09.2025 18:10 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Wow! Satellite images, churn prediction, market research, data journalism, and dbt ...

And that was just the first block of talks. Stick around for more!

24.09.2025 16:16 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

One awesome talk done, second one is on the wayyyyy!

24.09.2025 14:45 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Join the Approaching Significance Discord Server! Check out the Approaching Significance community on Discord - hang out with 955 other members and enjoy free voice and text chat.

Annnnnd we're off!

Conference chat will take place in our Discord channel, so we'll see you there: bit.ly/databs-chat

24.09.2025 14:12 ๐Ÿ‘ 0 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

T-minus 30 minutes till Data Behind the Scenes!

24.09.2025 13:27 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
screenshot of the title page of my Data BS Conf talk
black text on a mint green background reads:
There Are No Data Emergencies*

screenshot of the title page of my Data BS Conf talk black text on a mint green background reads: There Are No Data Emergencies*

In about 44 hours, I'll be wrapping up my @databsconf.com talk. Full conference schedule is at databsconf.com/schedule/ and (free!) tickets are available at ti.to/databsconf/d...

22.09.2025 21:45 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Hello data people, register for a whole day of interesting data talks at DataBS Conf. It's on Wednesday!

I'm on at 4pm ET (9PM BST) talking about a failed data science project, the role of AI in our future, and some amateur philosophy. All in ~20 minutes.

Tell your friends!

#dataBS #datasky

22.09.2025 09:02 ๐Ÿ‘ 4 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 1

Just twenty-four hours till my talk on why genAI is an instant-awesome switch for your business.*

( * == Or ... maybe not? You'll have to be there to find out.)

There's still time to get your ticket!

It's an online event, so you can watch it from home with your favorite mug of tea.

23.09.2025 17:04 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0