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Lucia Walinchus

@walinchus

Managing Data Editor, NBC owned stations. Public records attorney, journalist, ice hockey player/coach. Former bylines: NY Times , Washington Post, Eye on Ohio, etc. Hearts= likes OR bookmarks

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Latest posts by Lucia Walinchus @walinchus

Preview
a mario character is driving a yellow truck Alt: The super Mario Brothers

It taught us from a young age that the real heroes are the ones who fix the pipes

10.03.2026 18:30 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

*sources

07.03.2026 19:41 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
WSJ article: The tax Nerd who bed his lift savings against DOGE. then a chart of the US Deficit last year.

WSJ article: The tax Nerd who bed his lift savings against DOGE. then a chart of the US Deficit last year.

5/ Amusing aside: evidently some people bet some serious dollars that the federal budget would SHRINK despite our blooming entitlement and interest payments.

This guy apparently cleaned house!

07.03.2026 17:13 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Government appropriations for immigration spending on agencies in 2025

Government appropriations for immigration spending on agencies in 2025

4/5 Or you can look at new spending. For example, ICE is now better-funded than the FBI, Marshall's Service, Secret Service, ATF, DEA, and Bureau of Prisons... combined.

What are they buying?

07.03.2026 17:13 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Preview
Biden’s biggest challenge: How do you even spend $1.6 trillion? President Joe Biden is racing to spend money to green the economy, outcompete China and fix crumbling roadways in hopes voters reward him in November.

3/5 Or you can track spending on specific programs.

www.politico.com/interactives...

@politico.com

07.03.2026 17:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Preview
DOGE claims at least $117 million in Bay Area contract cuts, spurring layoffs and uncertainty DOGE’s ongoing efforts to slash government contracts have led to the termination of more than 100 contracts with ties to Bay Area businesses and nonprofits. Bigad Shaban reports.

2/5 Using this you can do stories on cuts in your local area.

@nbcbayarea.com

www.nbcbayarea.com/video/invest...

07.03.2026 17:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
The two main data sources for federal government contracts: Sam.gov and USASpending.com.

The two main data sources for federal government contracts: Sam.gov and USASpending.com.

1/5 Follow.
The.
Money.

If you missed this #NICAR26 talk I suggest taking a look at these slides as there's a lot of great data out there on government contracts.

tinyurl.com/NICAR26-cont...

07.03.2026 17:13 πŸ‘ 251 πŸ” 2 πŸ’¬ 2 πŸ“Œ 0

How do they calculate fundable scores?

07.03.2026 02:21 πŸ‘ 4 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
Eitlejorg museum

Eitlejorg museum

Fireplace

Fireplace

Lots of little mirrors

Lots of little mirrors

Picture of me in downtown Indianapolis

Picture of me in downtown Indianapolis

Indianapolis has a fun vibe

06.03.2026 21:14 πŸ‘ 22 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Vicki Nguyen introduces the price check project on the Today Show

Vicki Nguyen introduces the price check project on the Today Show

Behind the story: 14 stations collaborated on this project. πŸ™Œ

Coincidentally, I taught a spreadsheets course at #NICAR26 on the same day that this spreadsheet project aired after weeks in the making!

Tune in tonight to @nbcnews.com-owned stations for the local version of how to save time & money.

06.03.2026 17:26 πŸ‘ 69 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
How to choose the best LLM using R and vitals Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

R folks listening to this morning's #NICAR26 session on extracting data from documents and - importantly! - how to check your results: You can set up and run evaluations of LLM results with the {vitals} #rstats πŸ“¦
www.infoworld.com/ar... #DDJ

05.03.2026 14:27 πŸ‘ 12 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
screenshot showing visualping.io/journalists

screenshot showing visualping.io/journalists

Screenshot of NYT article: military investigation reveals how the US botched a drone strike in Kabul

Screenshot of NYT article: military investigation reveals how the US botched a drone strike in Kabul

This is neat: Visualping can monitor websites and has a free journalist plan!

@azmatzahra.bsky.social used this in her Pulitzer Prize-winning investigation that found unreported civilian casualties.

#NICAR26

05.03.2026 14:45 πŸ‘ 86 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Oh! Congrats on the baby, though!

04.03.2026 13:01 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I love this! Every day on the Internet, I see clickbait that says β€œpeople who succeed at XYZ have this thing in common.” And I think β€œugh, that doesn’t mean it CAUSED the success!”

(Also no I couldn’t stomach much coffee while pregnant.)

04.03.2026 12:38 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Post image

That’s fair as I didn’t specifyπŸ˜‚

What was this T-shirt that everyone talks so much about? When I googled it I only got this:

@ire.org

03.03.2026 16:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

How did we peak in 2016?!πŸ˜‚

03.03.2026 14:28 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Kids aren’t everyone’s cup of tea, but this article misses the point- most countries for years had this same problem but the US did not until we kneecapped immigration. We should be working to keep smart, productive immigrants (like you!) in the country. Then population drop isn’t an issue.

02.03.2026 15:10 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Thank you, Laura for doing all this! So many awesome speakers.

25.02.2026 17:33 πŸ‘ 33 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I'm just a person
reading your online tutorial
begging you to use a real data set.

There's a reason law schools teach with real cases and business schools use stories of real companies. It's the best way to learn.

24.02.2026 16:22 πŸ‘ 32 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Bluesky/Fun things you can do with bluesky.Rmd at main Β· walinchus/Bluesky Fun things you can do with Bluesky. Contribute to walinchus/Bluesky development by creating an account on GitHub.

8/8 If you aren't already using Bluesky for your sanity, I suggest it in general as it makes stuff like this a lot easier.

You can, to some extent, design an algorithm of your own: github.com/walinchus/Bl...

23.02.2026 22:06 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Bluesky/NICAR2026 bluesky.Rmd at main Β· walinchus/Bluesky Fun things you can do with Bluesky. Contribute to walinchus/Bluesky development by creating an account on GitHub.

7/8 Here is the link to everything I have just described in an .Rmd file:

github.com/walinchus/Bl...

23.02.2026 22:06 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
handles <- bluesky$handle

follow_everyone <- function(handle_to_follow) {
bs_follow(subject = handle_to_follow,
user = "walinchus.bsky.social",  #switch this out with your own handle
pass = Sys.getenv("BLUESKY_PASS"),
auth = bs_auth("walinchus.bsky.social", Sys.getenv("BLUESKY_PASS"), save_auth = NULL),
clean = TRUE)
Sys.sleep(sample(1:10, 1)) #don't overwhelm things
}
purrr::map(handles, follow_everyone)

handles <- bluesky$handle follow_everyone <- function(handle_to_follow) { bs_follow(subject = handle_to_follow, user = "walinchus.bsky.social", #switch this out with your own handle pass = Sys.getenv("BLUESKY_PASS"), auth = bs_auth("walinchus.bsky.social", Sys.getenv("BLUESKY_PASS"), save_auth = NULL), clean = TRUE) Sys.sleep(sample(1:10, 1)) #don't overwhelm things } purrr::map(handles, follow_everyone)

6/8 Then you can run this simple function I wrote to follow them all!

23.02.2026 22:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

5/8 Make that into a data frame

get_socials <- bind_rows(socials)

And filter for bluesky:

bluesky <- get_socials %>%
filter(label=="Bluesky") %>%
mutate(handle=stringr::str_replace(url,"https://bsky.app/profile/" ,""))

23.02.2026 22:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

4/8 Next, pull in the schedule:

NICAR2026 <- rio::import("https://ire-nicar-conference-schedules.s3.us-east-2.amazonaws.com/nicar-2026/nicar-2026-schedule.json")

Make a dataframe of all the speakers:

speakers <- NICAR2026$speakers

And get their socials:

socials <- speakers$social

23.02.2026 22:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

3/8 First you will have to create an app.

In Bluesky, go to Settings -> Privacy and Security -> App passwords and then click the big blue button that says "Add App password."

In your _console_, type _Sys.setenv(BLUESKY_PASS=_"put your APP password here")

23.02.2026 22:06 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

2/8 Note: you could also do this as a starter pack. For example, here's one I did of female date journalists: bsky.app/profile/wali...

But I did not feel like searching for all those names. This was much easier to set up!

23.02.2026 22:06 πŸ‘ 1 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
Preview
NICAR 2026 schedule | March 4-7, 2026 | Indianapolis Welcome to the NICAR 2026 schedule! Browse sessions, speakers, sponsors and exhibitors.

1/8 So you're excited to go to the @ire.org 2026 NICAR data journalism conference!

And you want to follow all the speakers online. This tutorial will show you how do this quickly with #Rstats and @bsky.app.

schedules.ire.org/nicar-2026/#/

23.02.2026 22:06 πŸ‘ 203 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0

Oliver argues that nothing can be done but I respectfully disagree.

Most of the $44 billion Musk borrowed to buy Twitter will never be repaid as the site doesn't actually make much money.

Banks have a fiduciary responsibility to their shareholders to get back the money that they lend out.

23.02.2026 19:27 πŸ‘ 146 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Thanks, you too!

23.02.2026 05:21 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

You okay?

22.02.2026 03:22 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0