DataRepublican (small r) Profile picture
Dec 19 4 tweets 1 min read Read on X
Hey @SpeakerJohnson just FYI

It won't matter how quickly anyone tries and ram through a bill

We've already written all the code, thanks to today

X will be summarizing the next bill not within hours, not within minutes, but within seconds

This is not an exaggeration. I'll publish some handy scripts 🧵
@SpeakerJohnson Here's a script that will format PDF to text nicely

This makes it a lot easier to feed into LLMs or other scripting

github.com/joeisdone/joei…
@SpeakerJohnson To parse, I used several variants of this. Your mileage may vary on how to do the actual parsing. But this should inspire you.

github.com/joeisdone/joei…
@SpeakerJohnson Note much of this code was generated with gpt. But gpt is like Stack Overflow, you have to know the source material to in order to fix the code, correct the imperfections, etc

You can also ask gpt to help with that or adapt the prompt however you'd like.

Vox Populi

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More from @DataRepublican

Dec 18
🧵 1/ Parsing the new Continuing Resolution (CR) spending bill turned up some head-scratchers through AI. I'll be publishing a total summary here, but I'm posting head-scratchers as I see them.
2/ PROCUREMENT OF AMMUNITION, ARMY (Section: PROCUREMENT OF AMMUNITION, ARMY):
$125.1M supposedly tied to Hurricane Helene recovery. But how does a natural disaster justify more ammo? Where’s the data showing lost stockpiles or disaster-response firefights?
3/ OTHER PROCUREMENT, AIR FORCE (Section: OTHER PROCUREMENT, AIR FORCE):
$129.7M for “Other Procurement” due to Typhoon Mawar. Other what, exactly? Vague line items with no breakdown. If it’s storm damage, let’s see what got destroyed and why we need all this extra gear.
Read 10 tweets
Nov 18
2024 Pollster Scorecard (see ) :

A+:
@atlas_intel
@Fabrizio_Lee
@OnMessageInc
@NatPubAffairs
@QuantusInsights

A:
@RedfieldWilton
@BIGDATAPOLL
@ActiVoteUS
@Suffolk_U

A-:
@RMG_Research
@SocalStrategies
@citadelshss
@EmersonPollingdatarepublican.substack.com
@atlas_intel @Fabrizio_Lee @OnMessageInc @NatPubAffairs @QuantusInsights @RedfieldWilton @BIGDATAPOLL @ActiVoteUS @Suffolk_U @RMG_Research @SocalStrategies @citadelshss @EmersonPolling B+:
New York Times / Siena
@JLPartnersPolls
@Rasmussen_Poll

B:
@trafalgar_group
@MarquetteU
@QuinnipiacPoll

B-:
@AmericanPulseUS
@ChangeResLab
@NorthStarOpin
@InsiderPolling
@EchelonInsights
@atlas_intel @Fabrizio_Lee @OnMessageInc @NatPubAffairs @QuantusInsights @RedfieldWilton @BIGDATAPOLL @ActiVoteUS @Suffolk_U @RMG_Research @SocalStrategies @citadelshss @EmersonPolling @JLPartnersPolls @Rasmussen_Poll @trafalgar_group @MarquetteU @QuinnipiacPoll @AmericanPulseUS @ChangeResLab @NorthStarOpin @InsiderPolling @EchelonInsights C+:
@cygnal
@Marist
@surveyusa
@MorningConsult

C:
@PatriotPolling
@monmouthu
@washingtonpost

C-:
@YouGov
@DataOrbital
@HarrisXdata
Read 4 tweets

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