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ben
@btskinner.io
510 followers 170 following 18 posts
Data science + noisy music | ATV wheelie judge (junior division) | btskinner.io | he/him
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btskinner.io
Yesterday was my last day with NEH. All the best to my fellow union members who were also involuntarily separated. All the best to those who were required to stay — keep the 🔥 burning. Join, support, start a union ✊
June 11, 2025 at 2:18 PM
btskinner.io
Increasingly my mental model of corporate LLMs and how they are being used is a less interesting version of I Am Sitting in a Room
May 14, 2025 at 4:47 PM
btskinner.io
Scott is right — my numbers ignore this distribution to make things simpler. By my calculations, most people would get back much more than they actually put in.

Is this trickle down economics? 💁‍♂️🦋
May 8, 2025 at 2:43 PM
btskinner.io
In FY2024, NEH received $207 million in appropriations — its highest ever. Here's a graph of its funding trajectory over the agency's existence. In talks of efficiency, however, we should account for the real value of those dollars...
Line graph titled, "Annual appropriations to the National Endowment for the Humanities, 1966-2024." On the x-axis are fiscal years, which run from 1966 to 2024. On the y-axis are appropriation dollars in millions, from $0 to about $250 million. The charge shows a generally increasing trend that starts about $6 million and ends at $207 million. Three text boxes say: (1) "The National Endowment for the Humanities was initially appropriated $5.9 million in 1966." (2) "Appropriations to NEH increased from 1966 to the mid-1990s, reaching $177 million in 1995. From this peak, the agency lost nearly 40% of its funding in FY1996, dropping to $110 million." (3) "NEH received $207 million in FY2024, which represented the highest nominal appropriation amount in the agency's history."
May 1, 2025 at 5:33 PM
Reposted by ben
nehafge3403.bsky.social
Well worth a think: cumulative per capita contributions to #NEH funding vs. the incredible #humanities impact we bring to all 56 states/jurisdictions that we've been posting about here.

NEH staff are responsible stewards of #taxpayer $$, and the benefits for the American public are incalculable.
btskinner.io ben @btskinner.io · Apr 29
As an elder millennial, I could trade my lifetime of tax contributions to the NEH for one month of Netflix and have just enough left over to get some avocado toast if I split it with two other people
Line graph titled "What's my share of NEH appropriations" with a caption: "Between its founding in 1965 and fiscal year 2024, the National Endowment for the Humanities received congressional appropriations totaling $7.37 billion. NEH used this funding to support thousands of individuals and cultural organizations - both directly through various grant programs and indirectly through funds disbursed by the 56 state and jurisdictional humanities councils. Beyond these appropriations, grantees raised millions of dollars more from non-federal donors as part of grant matching requirements. To put NEH appropriations in perspective, this chart shows cumulative annual per capita contribution to NEH by age, that is, the total dollar amount the average taxpayer has given to NEH over their lifetime. A few relevant purchases are helpfully included to show what a person could have bought instead, had they kept their personal NEH contribution for themselves..." The x-axis ranges from 0 to 59 years old. The y-axis ranges from $0 to $30. At three ages, items that could have instead been purchased with an individual's lifetime NEH contribution are shown. At 13 years, an egg is plotted on the line with a dollar amount of $6.41 and the caption reads, "Just in time to feed a growth spurt, a person at 13 years old has contributed enough to NEH that they could instead purchase one dozen eggs ($6.23/dozen)." At 36 years, a popcorn bucket is plotted with a dollar amount of $18.20 and the caption reads, "Millennials who are at least 36 years old could exchange their nearly four decades worth of NEH support for a one month subscription to Netflix ($17.99/month)." At 50 years, a gasoline pump is plotted with the dollar amount of $26.00 and the caption reads, "Those 50 years old or older - who have been contributing to the agency for nearly its entire existence - could instead have saved that money to purchase about a half tank of gas (8 gallons at $3.23/gallon)."
April 29, 2025 at 4:56 PM
Reposted by ben
stwajda.bsky.social
NEH is funded by the loose change in your sofa.
btskinner.io ben @btskinner.io · Apr 29
As an elder millennial, I could trade my lifetime of tax contributions to the NEH for one month of Netflix and have just enough left over to get some avocado toast if I split it with two other people
Line graph titled "What's my share of NEH appropriations" with a caption: "Between its founding in 1965 and fiscal year 2024, the National Endowment for the Humanities received congressional appropriations totaling $7.37 billion. NEH used this funding to support thousands of individuals and cultural organizations - both directly through various grant programs and indirectly through funds disbursed by the 56 state and jurisdictional humanities councils. Beyond these appropriations, grantees raised millions of dollars more from non-federal donors as part of grant matching requirements. To put NEH appropriations in perspective, this chart shows cumulative annual per capita contribution to NEH by age, that is, the total dollar amount the average taxpayer has given to NEH over their lifetime. A few relevant purchases are helpfully included to show what a person could have bought instead, had they kept their personal NEH contribution for themselves..." The x-axis ranges from 0 to 59 years old. The y-axis ranges from $0 to $30. At three ages, items that could have instead been purchased with an individual's lifetime NEH contribution are shown. At 13 years, an egg is plotted on the line with a dollar amount of $6.41 and the caption reads, "Just in time to feed a growth spurt, a person at 13 years old has contributed enough to NEH that they could instead purchase one dozen eggs ($6.23/dozen)." At 36 years, a popcorn bucket is plotted with a dollar amount of $18.20 and the caption reads, "Millennials who are at least 36 years old could exchange their nearly four decades worth of NEH support for a one month subscription to Netflix ($17.99/month)." At 50 years, a gasoline pump is plotted with the dollar amount of $26.00 and the caption reads, "Those 50 years old or older - who have been contributing to the agency for nearly its entire existence - could instead have saved that money to purchase about a half tank of gas (8 gallons at $3.23/gallon)."
April 29, 2025 at 5:51 PM
btskinner.io
As an elder millennial, I could trade my lifetime of tax contributions to the NEH for one month of Netflix and have just enough left over to get some avocado toast if I split it with two other people
Line graph titled "What's my share of NEH appropriations" with a caption: "Between its founding in 1965 and fiscal year 2024, the National Endowment for the Humanities received congressional appropriations totaling $7.37 billion. NEH used this funding to support thousands of individuals and cultural organizations - both directly through various grant programs and indirectly through funds disbursed by the 56 state and jurisdictional humanities councils. Beyond these appropriations, grantees raised millions of dollars more from non-federal donors as part of grant matching requirements. To put NEH appropriations in perspective, this chart shows cumulative annual per capita contribution to NEH by age, that is, the total dollar amount the average taxpayer has given to NEH over their lifetime. A few relevant purchases are helpfully included to show what a person could have bought instead, had they kept their personal NEH contribution for themselves..." The x-axis ranges from 0 to 59 years old. The y-axis ranges from $0 to $30. At three ages, items that could have instead been purchased with an individual's lifetime NEH contribution are shown. At 13 years, an egg is plotted on the line with a dollar amount of $6.41 and the caption reads, "Just in time to feed a growth spurt, a person at 13 years old has contributed enough to NEH that they could instead purchase one dozen eggs ($6.23/dozen)." At 36 years, a popcorn bucket is plotted with a dollar amount of $18.20 and the caption reads, "Millennials who are at least 36 years old could exchange their nearly four decades worth of NEH support for a one month subscription to Netflix ($17.99/month)." At 50 years, a gasoline pump is plotted with the dollar amount of $26.00 and the caption reads, "Those 50 years old or older - who have been contributing to the agency for nearly its entire existence - could instead have saved that money to purchase about a half tank of gas (8 gallons at $3.23/gallon)."
April 29, 2025 at 4:13 PM
btskinner.io
With most of my NEH colleagues, I was RIF'ed last week. It has been an honor to work with so many talented and dedicated public servants as the agency's first (and for now, last) data scientist. Here's some incidental and public software, code, and data that came about as part of that work:
April 14, 2025 at 4:59 PM
btskinner.io
Currently running to test and it does take a minute, so probably don't wait to last minute if you want the whole thing...

Also remembering I originally wrote this out of anger at the 2013 shutdown. Plus ça change, plus c'est la même chose
btskinner.io ben @btskinner.io · Sep 24
Higher Ed friends: if you need IPEDS and fear losing access with a government shutdown, here's a script I wrote that will let you download the entire thing (or select files) github.com/btskinner/do...
GitHub - btskinner/downloadipeds: Script to batch download IPEDS survey files
Script to batch download IPEDS survey files. Contribute to btskinner/downloadipeds development by creating an account on GitHub.
github.com
September 24, 2023 at 8:30 PM
btskinner.io
Higher Ed friends: if you need IPEDS and fear losing access with a government shutdown, here's a script I wrote that will let you download the entire thing (or select files) github.com/btskinner/do...
GitHub - btskinner/downloadipeds: Script to batch download IPEDS survey files
Script to batch download IPEDS survey files. Contribute to btskinner/downloadipeds development by creating an account on GitHub.
github.com
September 24, 2023 at 8:15 PM