#publicdata
Six segments for narrower threads: ballot measures, political parties, PACs, lobbying, state, and federal. Each leans on one primary public source.

civicforecast.com/segments/?ut...

#CivicForecast #PublicData #CivicEducation
Segments - Civic Forecast
Civic Forecast segments include ballot measures, political parties, PACs, lobbying, state legislation, and federal policy.
civicforecast.com
November 6, 2026 at 11:59 AM
Public records only help if you can actually use them. Bottle API delivers government, finance, and environmental data via JSON over HTTPS.

What public dataset do you need easier access to?

See what's available → bottleapi.com/

#OpenData #GovTech #PublicData #RESTAPI
November 9, 2026 at 4:00 PM
Public records only help if you can actually use them. Bottle API delivers government, finance, and environmental data via JSON over HTTPS.

What public dataset do you need easier access to?

See what's available → bottleapi.com/

#OpenData #GovTech #PublicData #RESTAPI
November 9, 2026 at 4:00 PM
The protocol publishes the initial rules, every dated amendment, and whether results had already been seen at the time.

https://integratedstrategicexecutive.com/ks-data-protocol

#ResearchMethods #PublicData #OpenMethods #KamyarShah #WCG #VWCG
November 5, 2026 at 12:00 AM
10.2% of Americans were below the poverty line in 2025. Source: U.S. Census Bureau, CPS ASEC. Free in the Civic Forecast app:

civicforecast.com/link-in-bio/...

#CivicForecast #Census #PublicData
November 2, 2026 at 2:25 PM
IRS 2023 sole proprietorship returns put advertising at 1.18 cents per dollar of aggregate receipts across all sectors.

https://integratedstrategicexecutive.com/ks-ad-share

#AdvertisingBudget #MarketingSpend #PublicData #KamyarShah #WCG #VWCG
October 29, 2026 at 12:00 PM
🏛️ National GDP shows the whole picture—but not the provinces. Better data on production, taxes, spending and employment would make economic debate more honest and policy more accountable.

By Mohammad Nafees
www.thefridaytimes.com/29-Oct-2026/...

#PublicData #FiscalFederalism
Part II–When The State Fails To Measure Its Economic Performance
Pakistan’s failure to publish reliable provincial GDP data obscures regional economic disparities, weakens fiscal resource distribution, and makes it difficult
www.thefridaytimes.com
October 29, 2026 at 1:34 PM
soo .. i f=4get ima fiscal centrist..MEANING..i get and can.. #ThrowMuddd.. as a Political Tactic.. it's called "an Evidenced Base Smear Campaign" which, that when #ROOTED in #PublicData .. means, im less likely that probably twitter state troopers will flag me with "social media tax" aka "Sky Jail"
October 27, 2026 at 6:34 AM
Claude AI pulled Georgia vote totals past a paywall—without human OK. Access control risks laid bare. #AI #Security #ClaudeAI #AccessControl #DataGovernance #PublicData https://thedailytechfeed.com/claude-ai-bypassed-paywall-to-access-georgias-voter-totals/
October 26, 2026 at 2:00 PM
IRS 2022: S corporation returns at $1M to under $2.5M showed aggregate net income of 9.0% of receipts, against 6.9% at $10M to under $50M.

https://integratedstrategicexecutive.com/ks-scorp-margins

#SCorporation #ProfitMargins #PublicData #KamyarShah #WCG #VWCG
October 26, 2026 at 12:01 PM
Among responding employer-firm owners with an earlier business, 5.5% said it was sold and 16.5% said it had closed.

https://integratedstrategicexecutive.com/ks-sold-or-closed

#ExitPlanning #BusinessOwners #PublicData #KamyarShah #WCG #VWCG
October 25, 2026 at 12:02 PM
Census 2023: 23.1% of responding employer firms with 1 to 4 employees were majority family-owned, against 40.8% at 250 to 499.

https://integratedstrategicexecutive.com/ks-family-owned

#FamilyBusiness #BusinessOwnership #PublicData #KamyarShah #WCG #VWCG
October 24, 2026 at 12:03 PM
SBA 7(a), fiscal 2018 to 2020: 2.0% of change-of-ownership loans charged off within five years, against 3.7% for existing businesses.

https://integratedstrategicexecutive.com/ks-sba-chargeoffs

#BusinessAcquisition #SBALoans #PublicData #KamyarShah #WCG #VWCG
October 23, 2026 at 12:01 PM
Six segments for narrower threads: ballot measures, political parties, PACs, lobbying, state, and federal. Each leans on one primary public source.

civicforecast.com/segments/?ut...

#CivicForecast #PublicData #CivicEducation
Segments - Civic Forecast
Civic Forecast segments include ballot measures, political parties, PACs, lobbying, state legislation, and federal policy.
civicforecast.com
October 23, 2026 at 1:51 PM
Among businesses using AI, 13.4% with 1 to 4 employees reported training current staff to use it, against 31.4% with 250 or more.

https://integratedstrategicexecutive.com/ks-ai-training-gap

#AIAdoption #StaffTraining #PublicData #KamyarShah #WCG #VWCG
October 22, 2026 at 12:01 PM
In March 2026, 75% of private industry workers at workplaces under 50 had paid sick leave access, against 91% at 500 or more.

https://integratedstrategicexecutive.com/ks-sick-leave-gap

#EmployeeBenefits #PaidSickLeave #PublicData #KamyarShah #WCG #VWCG
October 21, 2026 at 12:01 PM
Boston's youth are calling for a public dashboard and text-reporting options to ensure their voices are heard and incidents are properly addressed.

Learn more here!

#BostonCitySuffolkCounty #MA #CitizenPortal #YouthEmpowerment #CommunityInvolvement #PublicData #BostonOversight
Council, advocates and youth push for oversight, a public dashboard and a text-enabled hotline
Parents and advocates urged creation of a task force, an oversight mechanism and a public dashboard to track reports and outcomes; youth asked the district to add text-reporting and better promotion of existing hotlines so students know and trust reporting channels.
citizenportal.ai
October 21, 2026 at 11:55 PM
Announcing the Publication of an Agentic Assessment Tool for Public #Data at Risk (via @harvardlil.bsky.social)
lil.law.harvard.edu/blog/2026/10...

Direct to AI Benchmarking Exercise Home Page
harvard-lil.github.io/ai-benchmark...

#publicdata
#dataatrisk
#AgenticAI
October 15, 2026 at 3:43 PM
Let's see if 'Baron' Watson can defend the indefensible?

#Palantir #NHS #PublicData #police #r4today #ukpolitics
Former Labour Deputy Leader Lord Thomas Watson, now Senior VP at Palantir UK, wrote to me defending their public contracts.

Instead of trading letters, I’ve challenged him to an open, public debate.

He can defend Palantir’s ethos; I’ll argue for public accountability.

Will you accept, Tom?
October 10, 2026 at 7:33 AM
Wasteful spending:

#nzpol

Also, does anyone why David Seymour was the secretary for the Church of the Nazarene???

charitydata.co.nz/charity-peop...
David Seymour - MP - PublicData NZ
David Seymour (ACT): View parliamentary salary, expenses, declared financial interests, and public sector appointments.
publicdata.co.nz
October 1, 2026 at 10:48 PM
Nine civic hubs: elections, money, courts, climate, society, economy, global democracy, technology, and news. Each card links back to the public record it came from.

civicforecast.com/portfolio/?u...

#CivicForecast #PublicData #CivicEducation
Hubs - Civic Forecast
Explore Civic Forecast hubs across global democracy, economy, money, narrative, technology, courts, climate, society, and elections.
civicforecast.com
October 1, 2026 at 5:00 PM
Connecticut's new DCF dashboard aims to balance public access with detailed oversight, featuring interactive maps and specific data pages to enhance transparency and equity.

Learn more here!

#CT #CitizenPortal #EquityInitiatives #PublicData #ChildWelfare
Working group narrows DCF dashboard to regional maps, permanency, safety and prevention pages
Legislators and DCF staff agreed on a multi-page public dashboard structure — map overview, permanency, safety, prevention, administration, behavioral health and congregate care — and requested demographic drilldowns with privacy masking and clear glossary links.
citizenportal.ai
September 29, 2026 at 12:11 AM
Who Will Steward Humanity’s Public #Data? Collective Global #Stewardship for the Long Horizon (Video Recording + Transcript; via @harvardlil.bsky.social)

Video/Transcript: lil.law.harvard.edu/blog/2026/09...

Public Data Project
lil.law.harvard.edu/our-work/pub...

#publicdata #datastewardship
September 27, 2026 at 3:12 PM