Video & Transcript Research : 'analytics'
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NM
New Mexico 2025 Regular Session
House - Appropriations and Finance Jan 22nd, 2025
House Appropriations & Finance
Transcript Highlights:
- legislating for results framework that's been developed over the past 20 years, it really is a series of analytical
NH
New Hampshire 2026 Regular Session
House Commerce and Consumer Affairs (02/17/2026)
Commerce and Consumer Affairs
Transcript Highlights:
- automatically overridden by algorithms, and it allows AI to serve as a useful administrative and analytical
- automatically overridden by algorithms, and it allows AI to serve as a useful administrative and analytical
- to serve as a useful administrative AI to serve as a useful administrative and<04:01:10.880>
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NY
New York 2025-2026 Regular Session
New York State Senate Session - 06/01/2026
New York Senate Floor Meeting
Transcript Highlights:
- Some models are already selling their data for analytics and advertising.
- SOME MODELS ARE ALREADY SELLING THEIR DATA FOR ANALYTICS AND ADVERTISING.
Summary:
The Senate convened, approved the prior journal, and then processed a series of motions to discharge bills from committees and substitute identical Senate bills, which were so ordered. Several bills were also recalled from the Assembly, had reconsideration votes taken, and were restored to the third reading calendar after receiving 58 ayes. Amendments were received on a number of bills, and those measures retained their place on the calendar.
The main business of the day was Privileged Resolution 2318, sponsored by Leader Stewart-Cousins, honoring Senator Michael Gianaris with the President Pro Tempore and Senate Majority Leader’s Legislative Legacy Award. The resolution and floor remarks reviewed his long career in the Assembly and Senate, his role as Deputy Majority Leader and floor leader, and his work on housing, criminal justice, voting rights, labor, environmental, consumer, transit, animal welfare, and other major legislation. Members from both parties spoke at length, praising his strategic skill, mentorship, humor, and influence, while also noting his support for younger members and his commitment to family.
Several senators described personal experiences showing Gianaris’s mentorship and political guidance, and many referenced his Greek American identity, Queens roots, and interests such as Star Wars and the Mets. Senators also emphasized that he was leaving on his own terms to spend more time with his wife and daughters. The resolution was adopted with broad support, and Gianaris then spoke in response, reflecting on nearly 30 years in state government, the major laws passed during his tenure, and the relationships he built in the chamber.
CA
California 2025-2026 Regular Session
Senate Budget and Fiscal Review Subcommittee No. 3 on Health and Human Services May 20th, 2026
Transcript Highlights:
- So developing a new biosimilar insulin involves multiple phases of manufacturing, analytical methods
- Involves multiple phases of manufacturing, analytical methods development, quality oversight, and a series
Summary:
The hearing opened with Department of Finance and Legislative Analyst’s Office remarks on the May Revision, which both described efforts to reduce large out-year operating deficits through a mix of revenue increases, spending reductions, and reserve use. Finance said the May Revision more than halves projected deficits in later years, while LAO stressed that revenues are at unprecedented levels yet the state still faces a significant structural deficit and is drawing down reserves; LAO urged maintaining at least the administration’s level of budget solutions and adding to reserves rather than new ongoing commitments. The chair echoed concern about cuts to vulnerable populations and noted the tension between service reductions and requests for additional administrative positions.
The committee then heard a series of California Health and Human Services and HCAI proposals, including additional legal support for CalHHS to respond to federal HR1 changes; a net-zero transfer of positions for a centralized eligibility/data-sharing platform; 988 crisis line implementation funding and continued work with the Trevor Project to train crisis centers to better serve LGBTQ youth; EMS data system maintenance funding; HCAI implementation of AB 1312 hospital charity care screening; SB 660 data exchange framework funding; CalRx biosimilar insulin reappropriation; and a diaper access initiative that would provide free diapers to newborns in participating hospitals and support a future direct-to-consumer purchasing option. Members questioned the diaper program’s universal design, the use of a Public Contract Code exemption, and the selection of Baby2Baby, with the chair expressing concern about optics and the lack of an income threshold.
The committee also discussed distressed hospital funding, with HCAI requesting up to $50 million for another round of grants to hospitals in immediate financial distress. HCAI said it receives annual and quarterly financial reports but the data lag limits real-time monitoring, and the LAO recommended stronger program parameters and turnaround plans. Members argued the repeated need for distressed hospital aid reflects a structural problem, not a short-term gap, and raised broader concerns about hospital reimbursement and patient flow. Other items included reverting $19.6 million in unused opioid settlement funds from HCAI to DHCS for General Fund offset, and a Rural Health Transformation Program request to increase HCAI spending authority to cover the full federal award.
Later, DMHC presented funding requests to implement PBM licensing and financial review requirements under AB 116, modernize the managed care complaint system, and build an electronic claims settlement data system under AB 3275. The final major discussion focused on the Behavioral Health Services Oversight and Accountability Commission, which opposed the May Revision’s proposed reduction of its Innovation Partnership Fund from $20 million to $10 million and a $6.7 million cut to community advocacy grants. The Commission argued these programs are core to Proposition 1’s goals of statewide innovation and community accountability, while Finance said the proposal is consistent with Proposition 1’s maximum funding levels and reflects a broader effort to prioritize direct services and use unspent prior-year funds; members pressed for more information and questioned whether the cuts would undermine the new behavioral health framework.
ND
North Dakota 2026 1st Special Session
Higher Education Institutions Committee Apr 9th, 2026 at 08:30 am
Higher Education Institutions Committee
ND
North Dakota 2025-2026 Regular Session
Higher Education Institutions Committee Apr 9th, 2026
Transcript Highlights:
- Data analytics and capabilities—you as legislators want the data, need the data to make decisions, and
- Data analytics, workflow, integration, interoperability.
Summary:
The Higher Education Institutions Committee met on the Minot State University campus for presentations on campus operations, enrollment, and new academic initiatives. President Shirley reviewed recent audits, noting mostly clean results with only minor technical findings, and highlighted MSU’s broad academic offerings, specialized accreditations, athletics, and partnerships with Minot Air Force Base and the MSU Development Foundation. Members asked about declining interest in teacher education, tuition waivers for athletes, dual credit incentives, and how MSU decides when to launch new programs and avoid duplication within the university system.
Shirley also discussed several workforce-focused initiatives supported by the Legislature’s Workforce Education Innovation Funds, including the purchase of the Trinity Health Center West building for a downtown health sciences hub, a new daycare/preschool partnership near campus, the Aspire program to recruit rural students into teaching, and a paraprofessional-to-special-education degree pathway. Enrollment data showed overall headcount was flat at just under 2,750, but full-time equivalent enrollment rose slightly and new student numbers increased, including the largest freshman class in 15 years. The committee also discussed Minot State’s in-state tuition rate for all students, its dual credit “Emerging Scholars” scholarship, and concerns about the share of high school graduates who do not immediately pursue postsecondary education.
Faculty then presented two new programs funded in part by WEAF: an Innovation Engineering degree and a master’s program in counseling with an integrated addiction studies focus. The engineering program was described as industry-driven, designed with broad early coursework, hands-on learning, and local employer input to prepare students for western North Dakota workforce needs; officials said it had already drawn more applicants than expected and would use renovated library space and donated or grant-funded equipment. The counseling program will be mostly face-to-face with hybrid options, aims to address shortages in mental health and substance use providers, and is structured to help students meet licensure requirements. Committee members asked about startup costs, licensure supervision hours, and whether the programs would be on campus rather than online, and presenters said both programs had recently received required approvals and were moving forward.
ND
North Dakota 2025-2026 Regular Session
Agriculture and Water Management Committee Mar 31st, 2026
Transcript Highlights:
- And then also we were able to eliminate some of the analytes to beneficially use taxpayers' money as
- So we're looking to cut the number of analytes down as well and still maintain our ability to make decisions
Summary:
The committee opened its third interim meeting with roll call, approved the November 13, 2025 minutes, and the chair reviewed prior committee work, including a denied request for a fertilizer-capacity study and a planned later discussion of the Union Pacific/Norfolk Southern merger issue. Commissioner Doug Goring then presented Department of Agriculture updates on uncrewed aerial systems grants to detect noxious weeds, the state’s irrigation potential, the low-carbon fuels program for ethanol plants, the Environmental Impact Mitigation Fund, model zoning ordinances for animal feeding operations, and fertilizer production and supply in North Dakota. Members asked about funding sources, fertilizer storage and availability, natural gas and water needs for future fertilizer plants, and how the model zoning website would help counties and townships apply setback and odor tools.
A substantial portion of the meeting focused on the Department of Water Resources’ economic analysis tool for water conveyance and flood-related projects. Dr. Dwayne Poole explained that the department is proposing changes to better account for end-of-useful-life conditions and updated hydrologic data, while still limiting the model to direct, demonstrable costs and benefits. He said the goal is to make the analysis more realistic and consistent without changing statute, and he provided examples of how project benefits could change as drains age or as rainfall and flood data evolve. Committee members and water-user representatives generally supported continued work on the proposal, while raising concerns about downstream impacts, closed-basin projects, and whether the changes would meaningfully affect project approvals.
The committee then heard from John Paskowski, state engineer, on Devil’s Lake, the West End and East End outlets, and the Tolna Coulee control structure. He reviewed lake history, outlet capacities, sulfate and downstream flow limits, and explained that the control structure is intended to prevent a catastrophic uncontrolled release by slowing erosion and head cutting. Members asked about water quality trends, the length of the downstream flow constraint, and whether the Tolna Coulee area had been studied for possible natural overflow or silt buildup. The discussion emphasized ongoing flooding concerns, mitigation for affected landowners, and the need to balance outlet operations with downstream water quality and infrastructure protection.
VT
Transcript Highlights:
- of Research, Crime Research Group, which is Vermont's current SAC; Director of Research and Data Analytics
- The Director of Research and Data Analytics, Department of Corrections; Executive Director of Policy
Summary:
The House began with routine business, including referral of Senate Bill 211 on motor vehicle inspections to the Transportation Committee and Senate Bill 298 creating the Vermont Voting Rights Act to the Committee on Government Operations and Military Affairs. The chamber also referred House bills reported by Ways and Means to Appropriations, including H. 211 on data brokers and personal information and H. 931 on miscellaneous education law changes. JRH9, a joint resolution urging the American Speech-Language-Hearing Association to reconsider its opposition to rapid prompting method communication instruction for students with apraxia of speech or autism, was read and referred to Human Services.
Several announcements followed, including a welcome to members of the Vermont chapter of the American Physical Therapy Association, a reminder about an education reform meeting, and a correction regarding a prior reference to S. 138 of 2023 and the working group on student protections from harassment and discrimination in schools. The House also recognized guests in the gallery, including Donnie Kanovsky, who was described as a proponent of JRH9. The Speaker announced that H. 606 on firearms procedures, H. 642 on youthful offender proceedings, and later H. 585 would be bumped to later in the calendar.
The House then took up H. 537, the right to grow vegetable gardens. The committee explained the bill would protect vegetable gardening in common interest communities and rental housing, while allowing reasonable restrictions and landlord or association oversight; witnesses included a South Burlington resident, HOA and landlord representatives, and legislative counsel. The committee reported an 8-0-0 vote, the House adopted the committee amendment, and ordered third reading. The chamber then passed H. 171 on Attorney General investigations into a law enforcement officer’s use of a firearm and H. 519 allowing Randolph police officers to enroll in Group C of the state retirement system.
The House also passed H. 536 on toxic heavy metals in baby food products after extended debate over whether infant formula should be included. Supporters said the bill would help parents make informed choices and noted the amendment was intended to align with federal action; opponents argued formula-specific federal work was still underway and urged waiting. The chamber then passed H. 550 on gender equity in correctional facilities, H. 733 on franchise agreements, H. 775 on housing production tools, H. 887 on crime victim status under the Fair Employment Practices Act, H. 917 on military affairs, and H. 921 on alcoholic beverages. Action on H. 930 addressing chronic absenteeism was postponed one legislative day, and H. 942 on miscellaneous agricultural subjects began second reading with the committee outlining sections on water quality training, non-sewage waste management, and unit pricing.
TX
Transcript Highlights:
- I appreciate you being here and I appreciate how you bring the analytical piece to this conversation,
- So I need something as analytical as you could put together to the best of your ability to say, on a
Keywords:
hemp regulation, consumable products, cannabinoids, occupational licenses, criminal offenses, SB 11, Texas attorney general, election crimes, election law enforcement, criminal prosecution, Election Code, Government Code Chapter 402, local prosecutors, county attorney, district attorney, grand jury, probable cause reports, state election offenses, voter fraud, election integrity
MN
Minnesota 2025-2026 Regular Session
House Commerce Finance and Policy Committee 2/27/25
Commerce Finance and Policy
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Education Jun 21st, 2026 at 01:00 pm
Joint Committee on Education
Transcript Highlights:
- This is an analytical method that reveals relationships between two or more variables that simply cannot
Summary:
The Joint Committee on Education held a hearing focused primarily on special education-related bills, with testimony centered on two major themes: transition planning for students aging out of school-based services at age 22, and the fiscal strain special education costs place on districts. Committee members explained hearing procedures, noted the House was in formal session, and periodically stepped out for votes while staff recorded testimony. A separate bill on special education due process was also taken up briefly, along with a bill on special education finance and another on equitable access/data reporting.
On House Bill 752 and Senate Bill 313, witnesses from the Arc of Massachusetts, the Massachusetts Down Syndrome Congress, the Developmental Disabilities Council, families, self-advocates, and Senator Comerford described the “Turning 22” transition as a crisis point that often leaves families without adult placements, services, or clear communication. Testimony emphasized earlier planning, more accountability, better data collection, and a commission to improve coordination and residential placement. Several parents and advocates shared personal accounts of traumatic transitions, delayed placements, and the need for plans to begin at least a year before age 22. The committee later closed testimony on these bills after hearing from all signed-up speakers.
House Bill 4217, on special education due process, drew support from Representative Sullivan-Almeida, parents, and advocates who argued that the burden of proof should shift from families to school districts. Testimony described costly legal battles, delays, and parents having to become experts in reading instruction or hire advocates and attorneys to secure services. Brody Dwyer, a 10-year-old student with dyslexia, and his mother described how evidence-based instruction helped him after years of struggle. The committee also heard testimony on House Bill 546/Senate Bill 317, which would require DESE to publish cross-tabulated data on race, disability, gender, income, and other factors; advocates said this would better expose disparities and help address the school-to-prison pipeline. Finally, on House Bill 691/Senate Bill 430, school leaders, educators, and union representatives testified that special education costs are outpacing district budgets and that increasing circuit breaker reimbursement and creating a commission to study long-term sustainability would help prevent staffing cuts and service reductions. No votes were taken during the hearing; the committee repeatedly closed testimony on individual bills as speakers finished and moved through the agenda.
MA
Massachusetts 2025-2026 Regular Session
Senate Committee on the Census Jun 21st, 2026 at 09:30 am
Senate Committee on the Census
Transcript Highlights:
- And that's where the analytical work is. So I just want to put that out there.
Summary:
The Senate Committee on the Census met on December 8 at 9:32 a.m. to examine the dynamics that drive census undercounts and overcounts, with testimony first from Joseph Salvo and then from Susan Strait of the UMass Donahue Institute. Salvo explained the Census Bureau’s two main evaluation tools: demographic analysis, which uses vital records, migration estimates, and Medicare data to produce a national benchmark, and the post-enumeration survey (PES), which compares a separate sample-based count to the census. He said the 2020 census showed a small national net undercount, but larger age- and race-based disparities, including the highest undercount among children ages 0 to 4, higher undercounts for men, substantial undercounts for Black, Hispanic, and American Indian/Alaska Native populations, and overcounts among some older and college-age groups. He also described how self-response, non-response follow-up, administrative records, proxy responses, and imputation affected data quality, arguing that proxies and imputation were especially weak and that outreach remains critical for 2030.
Committee members asked Salvo to clarify the methods and error bands, the role of international migration estimates, and how the PES differs from the census address list and LUCA. He explained that PES is based on a separate sample of blocks and can add units within sampled blocks, but it does not measure units missed entirely from the original address list; LUCA matters because it improves that list before enumeration. He also discussed age heaping, duplicate responses among older adults, and why group quarters and COVID-related disruptions complicated the 2020 count. Senator Driscoll briefly interrupted to describe Randolph’s successful appeal of its 2020 count after an undercount in disability care homes, and Salvo noted that the post-census group quarters review helped correct some missed facilities.
Susan Strait then focused on Massachusetts-specific results. She said Massachusetts’ 2020 count was strong overall, with population growth above the national average and a PES-based finding that the state was overcounted by 2.24 percent, though she emphasized that this did not mean all areas were accurately counted. Using demographic analysis, she said Massachusetts had an estimated 4.15 percent undercount of children ages 0 to 4, with the largest county-level undercounts in Hampden, Suffolk, and Essex, and she linked higher child undercounts to lower educational attainment and female-headed households. Strait also reviewed operational metrics showing that Massachusetts had relatively strong internet self-response, but that non-response follow-up relied heavily on household interviews, administrative records, proxies, and imputation in different counties. She highlighted higher proxy use in college-heavy counties such as Hampshire and Suffolk, and said counties with more minority residents were more likely to have population-count-only cases and other indicators of harder-to-count populations. The hearing ended with discussion of how these findings could inform outreach and census planning for 2030.
VT
Vermont 2025-2026 Regular Session
Senate Session - 2026-02-03 - 10:30AM
Vermont Senate Floor Meeting
NM
NM
New Mexico 2025 Regular Session
IC - Legislative Education Study Oct 15th, 2025
Transcript Highlights:
- We're partnering with Everest Analytics, which provides an in-depth look at our data so that we can monitor
NM
New Mexico 2025 Regular Session
IC - Investments and Pensions Oversight Aug 13th, 2025
Investments & Pensions Oversight Committee
Transcript Highlights:
- But I know that they are a company that does analytical research for many government agencies.
NM
New Mexico 2025 Regular Session
IC - Economic and Rural Development Aug 11th, 2025
Economic & Rural Development & Policy Committee
Transcript Highlights:
- like our panelists, they may have one training, but they may come back for another training in data analytics
TX
Texas 89th Regular
Delivery of Government Efficiency Apr 9th, 2025
Delivery of Government Efficiency
Transcript Highlights:
- attorney and five legal assistants and then three data analysts that would work on our data and analytics
Bills:
HB 111, HB1545, HB2145, HB2467, HB2520, HB4136, HB4181, HB4214, HB4218, HB4219, HB4359, HB4437, HB4822, HB111
Keywords:
Texas Public Information Act, open records, public records, government transparency, confidentiality, attorney-client privilege, governmental body, Chapter 552, public information law, nonprofit association, quasi-governmental entity, economic development, trade secrets, proprietary information, commercial financial information, Alamo restoration, local workforce board, TDCJ contract facility, civil commitment facility, water supply corporation
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 4 on Climate Crisis, Resources, Energy, and Transportation Apr 9th, 2025
Transcript Highlights:
- So it's quite a big analytical project and deliverables that are required under the law, which is why
Summary:
The hearing was an informational budget session on energy agency proposals, with no votes taken. Early discussion focused on Proposition 4 climate bond implementation, including funding for demand-side grid support, offshore wind development, and transmission financing. The Department of Finance said the budget includes allocations for demand-side grid support and offshore wind, but not yet for the $325 million transmission financing piece pending a required study. The Legislative Analyst’s Office urged the Legislature to consider whether to wait on offshore wind funding, whether to keep shifting funds into demand-side grid support, and how to direct future transmission financing. Members also raised concerns about local technical assistance for offshore wind, Salton Sea priorities, and the need for more information before final decisions.
The California Energy Commission and CPUC then reviewed the broader energy package. The CEC highlighted the demand-side grid support program’s growth, distributed energy backup assets, long-duration storage, hydrogen grants, and the SIRP clean energy reliability program. CPUC testimony emphasized affordability, wildfire mitigation costs, rooftop solar cost shifts, and efforts to reduce rates while maintaining reliability and clean energy goals. Members questioned CPUC staffing, delays in proceedings, coordination with the CEC and CAISO, and the impact of rate increases on customers. The agencies also discussed the AB 3264 transmission financing study, with CPUC saying work on the study had already begun and was on track for the July 1 deadline.
Several trailer bill and implementation items were also discussed. The committee reviewed a proposal to extend the Deaf and Disabled Telecommunications Program surcharge, with members split over whether it should be handled in budget trailer bill language or policy legislation; the administration said the surcharge supports a critical program serving about three-quarters of a million Californians. The committee also heard a CPUC data-sharing proposal to allow nondisclosure agreements for transmission and reliability data, which members generally supported as a technical fix. DWR explained a proposal to clarify language for the Electricity Supply Strategic Reliability Reserve so it can potentially sell three gas-fired units it owns, and the CEC presented a federal transmission grant proposal tied to grid-enhancing technologies and ratepayer cost recovery. Finally, the committee discussed California Lifeline and possible broadband pilot reforms in light of uncertainty around federal Universal Service Fund support, with CPUC saying it is exploring a statewide standalone broadband option for eligible customers.
TX
Texas 89th 2nd C.S.
S/C on Telecommunications & Broadband Mar 24th, 2025
S/C on Telecommunications & Broadband
Transcript Highlights:
- We apply a rigorous and analytical approach to improve policy and inform the public.