Tanya Cashorali's Avatar

Tanya Cashorali

@tcash21

๐Ÿ“Š @tcbanalytics.com ๐Ÿ–ฅ๏ธ R coder ๐ŸŽฎ Gamer ๐ŸŽง DJ ๐ŸŒˆ Boston is home ๐ŸŒด FL for now

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04.07.2023
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Latest posts by Tanya Cashorali @tcash21

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Rebuilding ClinicalTrials.gov with AI: A Natural Language Interface Powered by LLMs - TCB Analytics ClinicalTrials.gov contains one of the most important public biomedical datasets in the world. And yetโ€ฆ using it well still requires: Knowing the API Understanding filter syntax Manually constructing ...

tcbanalytics.com/2026/02/28/r...

I built a thing!

28.02.2026 18:15 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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02.11.2025 12:07 ๐Ÿ‘ 10151 ๐Ÿ” 3659 ๐Ÿ’ฌ 169 ๐Ÿ“Œ 130

JD Vance was fed by the government as a child, and now he wants to pull that ladder up behind him.

29.10.2025 16:15 ๐Ÿ‘ 2200 ๐Ÿ” 604 ๐Ÿ’ฌ 81 ๐Ÿ“Œ 23

Yea it gets kinda crazy, when to namespace and when not to with ns() ๐Ÿซ 

24.10.2025 22:02 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Reactive conductors lost me

24.10.2025 21:13 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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๐Ÿ˜ Boston, you are beautiful. #NoKings

18.10.2025 17:22 ๐Ÿ‘ 51200 ๐Ÿ” 12367 ๐Ÿ’ฌ 1030 ๐Ÿ“Œ 863
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I'm losing my mind actually:

16.10.2025 20:38 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

LMAO wtf wut:

=SUMPRODUCT(
SUBTOTAL(103,OFFSET(B2,ROW(B2:B1000)-ROW(B2),0,1)),
--(MATCH(B2:B1000,B2:B1000,0)=ROW(B2:B1000)-ROW(B2)+1)
)

16.10.2025 20:35 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

I just tried doing a distinct count on a column after filtering by date in Excel on a Mac and holy hell are you guys OK?? ๐Ÿ’€ #rstats #ExcelisTrash

16.10.2025 20:35 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Love my chatgpt morale boost coding assistant:

16.10.2025 20:20 ๐Ÿ‘ 5 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
connect โ€“ Openscapes

๐Ÿ“ฃ Come work @openscapes.bsky.social ! We're looking for a NASA Openscapes Team Member to improve access & use of NASA suborbital data thru reproducible notebook clinics. Apply by October 26, 2025. Start December 2025.

Details including pay rate: openscapes.org/connect#work...
Please share!

02.10.2025 17:35 ๐Ÿ‘ 9 ๐Ÿ” 15 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 5

I remember showing how fast Levenshtein works in R to a coworker who was slogging through using it in SQL and his mind was blown. R's ability to call compiled C code is ๐Ÿ

18.09.2025 17:37 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Make sure to cancel Disney+/Hulu/ESPN, I went full YouTubeTV.

18.09.2025 17:34 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

Itโ€™s because huge conservative conglomerates bought up a lot of the local news stations. Weโ€™re cooked.

10.09.2025 22:37 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Was helping a client today with a 500 million row dataset. It took about 42 GB as a CSV & 7 GB as a parquet file. We needed a count of rows per ID. We tried Arrow but gave up after staring at the console for a few minutes. Switched to @duckdb.org & got an answer in less than a second.

10.09.2025 22:07 ๐Ÿ‘ 12 ๐Ÿ” 2 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Prepping for my first fantasy football draft of the season ๐Ÿˆ
#shiny #rstats #fantasyfootball #dataanalytics

31.08.2025 15:42 ๐Ÿ‘ 8 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Awesome, thanks! I'll def check it out and let you know.

28.08.2025 01:53 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Just in time for my NFL drafts! I was literally about to build my own lite version of this ๐Ÿ˜‚

24.08.2025 02:54 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0
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Trump orders firing of statistics chief after weak jobs report and data revisions - live updates The Bureau of Labour Statistics reported earlier on Friday that the US had added 73,000 jobs in July, far lower than expected.

This is batshit insane. Don't like the data? "YOU'RE FIRED!" Imagine if we all ran our companies this way.
www.bbc.com/news/live/cp...

01.08.2025 20:16 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Prepping for Fantasy Football 2025! Can't believe football is almost back. #rstats ๐Ÿˆ

19.07.2025 20:42 ๐Ÿ‘ 6 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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R/Medicine Talk Recap: Automating Patient Inquiry Tracking in Pharma with Shiny - TCB Analytics Last month, TCBโ€™s Tanya Cashorali gave a talk at R/Medicine 2025, covering a recent project where we automated patient inquiry tracking with R, Shiny and Smartsheet for a pharmaceutical company. Hereโ€™...

At R/Medicine 2025, TCB's @tcash21.bsky.social shared how we streamlined patient support tracking for a rare disease pharma using #RStats, #Shiny, and Smartsheet. Check out a recap and watch the talk here: tcbanalytics.com/2025/07/02/r...

02.07.2025 19:58 ๐Ÿ‘ 1 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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You can see in the beginning of June when I took a different approach to my MLB bets! Line shopping, EV+ calculations, kelly criterion, poisson distribution, and created my own score for pitchers/batters over/under Ks, hits, ER, bases, etc. #datascience #sabermetrics

01.07.2025 16:05 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Of course there are two pitchers named Luis Castillo on the Seattle Mariners... def doesn't mess up my analysis at all because I'm definitely not joining on names & teams (don't have bbrefid in the other data set).
#data #sabermetrics

29.06.2025 16:17 ๐Ÿ‘ 5 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Solar panels + a battery backup here in FL was one of the best decisions I've ever made! Not only do we barely have an electric bill (even with heating a pool, air conditioning, etc.) we also have the peace of mind of having power in the event of a hurricane-induced power outage. #ggplot2 #rstats

25.06.2025 18:10 ๐Ÿ‘ 6 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Either started chewy.com ๐Ÿคทโ€โ™€๏ธ ๐Ÿคฃ or went broke off NFTs / Crypto

17.06.2025 18:17 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Prob someone that wants to gatekeep coding and their own self-importance + job security. If you know what youโ€™re asking itโ€™s a game changer, especially for coding. Iโ€™ve saved so much time not googling or grokking stack overflow posts. Iโ€™m all for healthy skepticism but these anti LLM people are ๐Ÿคก

16.06.2025 04:11 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Pleasantly surprised at Venice, FL! The crowd and energy levels were awesome, seeing older folks coming out to protest warmed my cold heart. #NoKings ๐Ÿ‘‘ And itโ€™s great to be called โ€œyoungโ€ ๐Ÿคฃ

14.06.2025 16:06 ๐Ÿ‘ 6 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
abstracts โ€“ R/Medicine 2025

The #rmedicine conference has an awesome lineup! Be sure to check out all of the talks including mine on tracking patient medication inquiries with Shiny. Youโ€™ll learn a bit about specialty pharma logistics and how we moved away from email and excel #rstats rconsortium.github.io/RMedicine_we...

11.06.2025 15:02 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Sounds like a smart decision to me! We had saved enough to make the jump and it also served as a kick in my ass to keep the leads coming in. Iโ€™ve seen some of your blog content, itโ€™s good stuff ๐Ÿ˜

10.06.2025 19:41 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Never Ever Cecilie Fjellhรธy GIF ALT: Never Ever Cecilie Fjellhรธy GIF

They can try to tear R from my cold dead hands.

10.06.2025 19:33 ๐Ÿ‘ 10 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0