Video & Transcript : 'data analytics' :

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OK

Oklahoma 2026 Regular Session

Health and Human Services Oversight REVISED: SB1304 - Added Apr 15th, 2026 at 03:00 pm

Health and Human Services Oversight

Transcript Highlights:
  • Senate Bill 1983 will direct the Department of Human Services to provide foster care data to resource
  • I think it's a matter of trying to get the data, where are the biggest needs for foster families, where
  • It's just to give them more data to provide a better service to these poor kids that are in this situation
  • Am I correct in saying that this type of data collection is in line with the president's executive order
  • We're trying to take data and do a better job of putting kids in the right places and homes that are
OK
Transcript Highlights:
  • Members, House Bill 2992 is the Data Center Ratepayer Protection Act.
  • Yeah, so what this is going to do is basically make sure that the data centers pay for their portion
  • So, just to confirm what you said just a minute ago, if a data center comes and they are requiring an
  • But these data centers can be 23400, 500 megawatts.
  • I just know the biggest concern I hear across Oklahoma are these data centers that use a significant
OK

Oklahoma 2026 Regular Session

Senate Legislative Session Feb 16th, 2026 at 01:30 pm

Oklahoma Senate Floor Meeting

Transcript Highlights:
  • Member of Senate Bill 1983 directs the Department of Human Services to provide foster care data to resource
  • President, what all data is going to be shared? Thank you for the question, Mr. President.
  • The data that is going to be shared can be found on page two of the bill, starting line four, where we
  • Number two is demographic and geographic data of foster parents and children.
MN

Minnesota 2025-2026 Regular Session

House State Government Finance and Policy Committee 3/18/25

State Government Finance and Policy

Transcript Highlights:
  • There's just no data or research to support that claim.
  • There's just no data or research to support that claim.
  • And finally, it eliminates the underutilized data analytics master program.
  • analytics enterprise contract program.
  • </c><01:06:32.960><c> analytics</c> Procurement hold a data analytics Procurement hold a data analytics
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on State Administration and Regulatory Oversight Jun 21st, 2026 at 10:00 am

Joint Committee on State Administration and Regulatory Oversight

Transcript Highlights:
  • This data indicates that accidents in the construction sector are more severe compared to other industries
  • Memorials take on many forms: public commemorations, religious services, narrative and analytical forums
  • Need should be the criteria in field data analysis, such as the Department of Ecological Restoration
  • and regulators must drive research toward modern methods to benefit people, such as sophisticated analytical
Summary: The joint committee held a public hearing on several bills covering state administration, land/public housing redevelopment, construction safety, memorialization, records management, rural grant equity, and animal research. Testimony in support of H. 3329 described an inequity in the Governor’s Council reimbursement statute, which currently cuts off travel, meals, and lodging reimbursement after four terms; the witnesses argued this disproportionately burdens members from western Massachusetts and creates geographic and economic barriers to service. The Boston Housing Authority supported legislation for the Brighton/Faneuil Gardens area, saying it would allow a mixed-use redevelopment that replaces all existing public housing units one-for-one, adds new affordable housing, creates replacement rehearsal space for displaced musicians, and preserves prevailing wage standards. A major portion of the hearing focused on S. 2112, a construction safety bill. Suffolk Construction, Boston building trade representatives, and local inspectors testified that the measure would strengthen training, site safety standards, oversight of high-risk work, and enforcement, while helping protect workers and the public and improving retention and recruitment of inspectors. Witnesses said the bill would align Massachusetts more closely with higher safety standards in other states and build on lessons from past construction-related incidents. The committee also heard support for S. 2162, which would create a COVID-19 memorial; the witness emphasized the scale of pandemic deaths in Massachusetts and the educational value of public memorials. Other testimony addressed H. 3321, which would modernize records preservation for registers of deeds by reducing reliance on costly microfilm in an increasingly electronic system; the witness said current law is outdated and expensive. H. 3311, aimed at advancing equity for rural communities receiving state grants, drew support from town officials in Leyden and Ashfield, who said small towns lack staff for grant writing and should be evaluated more on need and regional impact, especially for climate and public safety projects. Finally, S. 2117, concerning animal research, was supported by an animal welfare advocate who urged prohibiting state funds for animal experiments and shifting to non-animal research methods. After the hearing concluded, the chairs noted that additional hearings and polling votes would follow, and the committee then adjourned.
TX

Texas 89th Regular

Appropriations - S/C on Article II Feb 25th, 2025

Appropriations - S/C on Article II

Transcript Highlights:
  • data.
  • We have lawyers, all of our processes are driven by our lawyers. by a robust data analytical function
  • So we have advanced data analytics.
  • To upgrade our data analytics function. So this exceptional item would address funding shortfall.
  • The next sectional item relates to some data analytics projects.
ND

North Dakota 2026 1st Special Session

Budget Section Jun 24th, 2026 at 10:00 am

Budget Section

Transcript Highlights:
  • But very close to forecast based on that price and production data through March in terms of the price
  • Price and production data through March in terms of the price, and just a little bit above in terms of
  • But I was just curious, have you done any in-depth or data-mined any on those issues, valuations?
  • So I guess my projections right now are based off one year of data.
  • Before the next session, we'll have a second year of data.
ND

North Dakota 2025-2026 Regular Session

Budget Section Jun 24th, 2026

Transcript Highlights:
  • But very close to forecast based on that price and production data through March in terms of the price
  • Price and production data through March in terms of the price, and just a little bit above in terms of
  • But I was just curious, have you done any in-depth or data-mined any on those issues, valuations?
  • So, I guess my projections right now are based off one year of data.
  • Before the next session, we'll have a second year of data.
Summary: The Budget Section approved the March 18 minutes and received an OMB update showing the general fund is still ahead of the budgeted starting point, but revenues through May are now about $76 million below the legislative forecast, driven mainly by individual income tax and sales tax shortfalls. OMB also reported the budget stabilization fund is above its cap, meaning a transfer to the general fund is expected, and reviewed oil price/production assumptions, noting continued volatility. Members asked about the income tax netting process, the sales tax decline, oil price discounts/premiums, natural gas taxation, and when the executive branch would present its revenue forecast. The committee then acted on several Emergency Commission requests. It approved, as a group, requests for federal mine reclamation funds for the Public Service Commission, an additional criminal investigator FTE and funding for the Attorney General’s office, and a DPI transfer for bridge software costs. It separately approved DPI request 2164 for $500,000 to support the food vendor program after debate over whether the program’s savings were known and whether the money was simply a pass-through. OMB also reported on federal grants, fiscal irregularities, tobacco settlement proceeds, budget guidelines for agencies, FTE pool usage, vacancy savings, and the DAPL settlement, noting the settlement funds had been deposited and that a deficiency appropriation may be needed later to cover remaining accrued interest. Tax Commissioner Brian Kroshus presented on the primary residence credit program, saying participation has grown sharply and that the current biennium will likely need about $431 million, roughly $22 million above the appropriation. He explained how the credit interacts with homestead and disabled veteran benefits, how the 3% property tax cap works, and why county valuations and mill rates vary. The committee also received a Legacy Fund/Budget Stabilization Fund report showing strong returns, and DOT Director Ron Henke received approval for two Flex Fund highway projects on ND 49 and ND 31. Henke also explained remaining Highway 85 funding and said the department is exploring uses for leftover state dollars. Finally, the Department of Mineral Resources reported on abandoned well plugging and site restoration, noting North Dakota remains in relatively strong shape compared with other states, and DPI began a presentation on gap funding tied to the 3% levy cap, reporting 24 districts received $1.8 million in the first year and projecting higher future needs.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Ways and Means Jun 21st, 2026 at 11:00 am

Joint Committee on Ways and Means

Transcript Highlights:
  • Health data drives better decisions.
  • every day at the department that they actually are not our data; they are the Commonwealth's data and
  • the data of every resident.
  • We fulfill this mission by maintaining multiple major data assets and robust analytic reporting capabilities
  • And often, at their request, we also support other state agencies on data collection, analytics, stakeholder
Summary: The Joint Committee on Ways and Means held a Health and Human Services budget hearing in Clinton, with opening remarks from Chairs Meg Kilcoyne and Robin Kennedy, local officials, and many House and Senate members introducing themselves. The hearing focused on Governor Healey’s FY27 EOHHS and MassHealth budgets, with repeated themes of rising health care costs, federal funding uncertainty, workforce shortages, and access to care in underserved regions. Members also raised concerns about primary care shortages, rural and regional disparities, behavioral health access, maternal health, food insecurity, and the impact of federal policy changes on Massachusetts programs. EOHHS Secretary Kiame Mahaniah said the FY27 EOHHS budget totals $33.7 billion, reflecting mostly non-discretionary growth from health care costs, labor costs, caseload increases, and provider rate pressures. He highlighted targeted investments in foster care, family resource centers, maternal health, youth services, nutrition programs, immigrant legal services, and human service workforce rates, while warning that federal actions could strip roughly $3.5 billion annually from the state’s health care funding. In response to questions, he defended the administration’s cooperation with federal audits and program integrity efforts, discussed the primary care crisis, and said the state is trying to preserve core services while preparing for a more difficult FY28 budget cycle. MassHealth Undersecretary Mike Levine then described two major FY27 challenges: double-digit cost growth and the expected effects of the federal One Big Beautiful Bill Act. He said MassHealth’s proposed $22.7 billion gross budget includes a 7.5% increase and relies on a moratorium on new expansions plus targeted reductions, including a $1,000 annual adult dental cap, ending GLP-1 coverage for weight loss only, reducing care management to peer-state levels, and work groups to slow growth in PCA, adult foster care, and adult day health spending. Members questioned the impact on Boston Health Care for the Homeless, preventive care, and regional access; Levine said the changes are meant to preserve sustainability, that children and certain disabled populations remain protected, and that the administration will continue working with providers, advocates, and the Legislature on implementation and longer-term reforms.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Ways and Means Mar 27th, 2026

Joint Committee on Ways and Means

Transcript Highlights:
  • Data are under attack.
  • the data of every resident.
  • We fulfill this mission by maintaining multiple major data assets and robust analytic reporting capabilities
  • And often, at their request, we also support other state agencies on data collection, analytics, stakeholder
  • Data about patient harm events.
NM
Transcript Highlights:
  • Near real-time data will be available so we will be able to have snapshots of uncertified data along
  • It provides us verified data.
  • We're really focused on making sure that the data flows in the correct way and that when we have a data
  • , but also the accuracy of the data.
  • And data analysis.
ND

North Dakota 2026 1st Special Session

Budget Section Jun 24th, 2026

Budget Section

Transcript Highlights:
  • But very close to forecast based on that price and production data through March in terms of the price
  • Price and production data through March in terms of the price and just a little bit above in terms of
  • But I was just curious: have you done any in-depth or data-mined any on those issues, valuations?
  • So I guess my projections right now are based off one year of data.
  • Before the next session, we'll have a second year of data.
Summary: The Budget Section met to approve prior minutes and receive a series of budget, revenue, and program updates from OMB, the Tax Department, DOT, DMR, and DPI. OMB reported that general fund revenues through May were about $76 million below the legislative forecast, driven mainly by individual income tax and sales tax shortfalls, though the biennium is still projected to end with a positive balance. OMB also reviewed oil price and production assumptions, the budget stabilization fund transfer above its cap, Legacy Fund performance, federal grant applications, fiscal irregularities, tobacco settlement proceeds, budget guidelines for agencies, vacancy savings, and the DAPL settlement, noting that most of the settlement funds had been deposited but a small amount of accrued interest would require a future deficiency request. The committee then considered Emergency Commission requests. It approved requests for Public Service Commission abandoned mine lands federal authority, an Attorney General FTE and related funding for criminal investigator work tied to the Office of Guardianship and Conservatorship, and a DPI transfer for bridge software costs. After discussion, the committee also approved DPI’s request for a $500,000 transfer for the food vendor program, despite questions about the program’s savings and cash-flow structure. Later, the Tax Commissioner presented the primary residence credit program, reporting that current biennium costs are expected to exceed the appropriation by about $22 million and explaining how the credit interacts with homestead and disabled veteran credits and the 3% property tax levy cap. The Legacy and Budget Stabilization Fund Advisory Board reported strong returns for both funds, and DOT sought and received approval for two flexible fund highway projects on ND 49 and ND 31. DOT also updated members on Highway 85 construction and said remaining flex fund dollars were essentially fully allocated. DMR reported on the abandoned well plugging and site reclamation fund, noting North Dakota’s relatively small orphan well inventory, current and projected fund balances, rising remediation costs, and a possible need to adjust the fund cap in future sessions. Finally, DPI outlined the new integrated formula gap funding program, explaining that it compensates school districts that cannot reach the assumed 60-mill local contribution because of the 3% levy cap; the first year’s gap funding totaled about $1.8 million, with future costs expected to grow.
AZ

Arizona 2026 Regular Session

03/19/2026 - House Artificial Intelligence & Innovation

Artificial Intelligence & Innovation

Transcript Highlights:
  • Um, so Data USA we believe is one of the most complete data sets in the U.S. today.
  • There's 330 million rows of data in this data set.
  • There's 330 million rows of data in this data set.
  • That Data USA is Your first question, I believe, is on what type of data, or where does the data sources
  • data, non-personal health information data, because I'm not allowed to have that.
Bills: SB1020
AR

Arkansas 2026 Regular Session

TASK FORCE ON AUTISM Jan 13th, 2026

TASK FORCE ON AUTISM

Transcript Highlights:
  • We’ve had, and all of our data that I’m going to be showing you is on our two-year students, so that
  • And the answer to all of the national data would indicate that that is a resounding yes.
  • Although our analytics look positive, the insights look positive that somebody's opened it.
  • Although our analytics look positive, the insights look positive that somebody's opened it.
  • We’re also using the participation data to guide continuous improvement.
Summary: The committee first approved the minutes from November 17 by motion and voice vote. It then heard a presentation from Arkansas State University on its inclusive postsecondary education programs, HOWL and ATLAS, led by Dr. Kristen Johnson and Shane Broadway. The programs serve students with intellectual and developmental disabilities, including autism, by providing on-campus living, academic support, life-skills training, financial literacy, internships, employment support, and community integration. Johnson explained that HOWL is a comprehensive transition program that does not lead to a degree but is eligible for financial aid, while ATLAS is degree-seeking and provides additional supports. She reported strong outcomes, including high goal attainment and a majority of graduates working full time, and emphasized that the programs are designed to help students build autonomous adult lives. Members asked about recruitment, eligibility, costs, school outreach, business partnerships, and transition planning. Johnson said the programs have done extensive outreach through IEP meetings, transition symposia, email blasts, and school visits, but that awareness remains a challenge. She identified major roadblocks as business concerns about liability, fragmented collaboration, and difficulty navigating funding streams such as vocational rehabilitation and Medicaid. She also said more coordinated statewide communication and coalition-building are needed, and noted that ASU is helping launch a state alliance for similar programs, with new programs opening at ASU Mountain Home and the University of Arkansas Pine Bluff. The committee then heard from the University of Central Arkansas about Project Ascend, a new low-sensory living-learning community for neurodiverse students in Hughes Hall. Dr. Debbie Daly and Jeremy Gillum described it as a voluntary, self-identified program focused on community building, belonging, and retention rather than remediation or degree planning. The program has hosted a few low-sensory social events and plans to expand outreach through campus tours, orientation, and targeted communications. Members asked about recruitment, participation, success measures, and how to avoid duplicating ASU’s efforts; UCA said it is still in its infancy and will measure success mainly through participation, retention, and student engagement. The meeting ended with general support from members, discussion of collaboration across institutions and agencies, and adjournment of the task force.
FL

Florida 2025 Regular Session

March 4, 2025 - 04:00 PM

Transcript Highlights:
  • I do not know that analytic off the top of my head. Follow-up. Is there a, thank you, Madam Chair.
  • But in the new role, again, we only had five months of data since this was a relatively new role.
  • But in the new role, again, we only had five months of data since this was a relatively new role.
  • Based on the data, it did look like it was being paid for with university funds as opposed to...
  • So based on the payroll data they gave us, it was paid from a fund that is university funds.
Summary: The Higher Education Budget Subcommittee met to hear a presentation from the Florida Auditor General’s office on recent operational audits of four universities and to discuss how audit findings are handled. The Auditor General explained that financial audits occur annually and operational audits at least every three years, with universities required to respond in writing to findings; the office generally follows up in the next audit cycle, though it can audit sooner if needed. Members asked about accountability, whether findings are referred to other bodies, and how internal university audit functions interact with the state audit process. The chair emphasized the committee’s oversight role in ensuring public funds are used appropriately. The audit findings highlighted issues at New College of Florida, Florida A&M University, the University of Florida, and Florida Atlantic University. At New College, auditors cited invoice/payment errors, delinquent student account collection delays, prohibited extra compensation, exceeding state remuneration limits for certain employees, weak purchasing card controls, construction management cost documentation issues, and subcontractor licensing documentation gaps. At FAMU, auditors found investment accounting classification issues, delayed bank reconciliations, late vendor payments, and incomplete annual employee evaluations. At UF, auditors reported concerns over a $6.4 million consulting contract, event and catering spending, president’s office hiring and salary practices, bonus and relocation payments, continued high compensation after the president transitioned to another role, travel expenses including charter flights, and remote work agreements. At FAU, auditors found distance learning fee revenue exceeded allowable costs by about $2.8 million, carry forward funds were underreported by about $77 million, and credit card controls needed improvement. Members pressed the Auditor General on whether overpayments were refunded, whether any findings involved statutory violations, and what enforcement exists beyond the audit report. The auditor said some issues were corrected by the universities, such as New College recovering excess compensation from foundation funds, but others would be revisited in future audits; if potential fraud were identified, it would be referred to the state attorney’s office. The chair closed by noting that accountability for public spending rests with the Legislature and the committee, and the meeting adjourned without any vote or formal action beyond receiving the presentation.
US

US Federal 2025-2026 Regular Session

Hearings to examine certain pending nominations. Apr 29th, 2025 at 08:30 am

Subcommittee on Personnel

Transcript Highlights:
  • He has launched or participated in startups working on analytics, technical services. and artificial
  • Let's do another one, data use.
  • Government data, so that smaller companies don't stand a chance.
  • This is a disaster for competition and a disaster for data security.
  • training their government tools on, for training their commercial tools on government data?
Summary: The meeting of the committee revolved around critical discussions on enhancing the defense industrial base, focusing on small business engagement and the importance of streamlined processes in defense contracting. There was a significant emphasis on the need for more investment in the defense manufacturing sector, particularly in the face of competition from countries like China. Some members expressed frustration over the treatment of small businesses, citing barriers that prevent these innovative companies from effectively participating in defense contracts. The need for a workforce capable of meeting the common challenges posed by evolving technologies and geopolitical threats was also highlighted throughout the meeting.
FL

Florida 2025 Regular Session

December 9, 2025 - 09:30 AM

Transcript Highlights:
  • Ai analytics.
  • that data.
  • Are you in compliance with the data, the restricted data types capabilities?
  • Is it real data? Is it is it a real data with no PH? I mean, are you encrypted at rest?
  • What do we do about that data?
NH

New Hampshire 2025 Regular Session

House Finance Division III (03/21/2025)

Transcript Highlights:
  • provided by the Department of the data provided by the Department of Insurance<00:10:50.880><c> to</
  • and the data analytics.
  • </c> of being this data of being this data analytics<00:18:45.919><c> uh</c><00:18:46.200><c> think</
  • </c><00:19:17.400><c> and</c><00:19:17.559><c> the</c><00:19:17.720><c> data</c> the datas and the data
  • the datas and the data analytics<00:19:19.679><c> I</c><00:19:19.799><c> think</c><00:19:20.080><c>
Summary: The committee first recessed briefly, then took up HB 570, the prescription drug affordability board (PDAB). The chair and several members discussed the House amendment to repeal the board, which removed the fiscal note. The main concern raised was that the PDAB had not yet produced a clear business case showing value for the taxpayer investment, despite several years of work and four annual reports. Supporters of the repeal said the board’s recent report was largely redundant and that the board should either demonstrate a strong return on investment or be shut down; others cautioned against discarding the program too quickly and urged more time to refine the mission and legislative language. No vote was taken, and the committee appeared to agree to retain the bill for further work, with the possibility of revisiting it in a formal executive session on Tuesday. Members also shifted into discussion of HB 2, beginning with Section 85 on opioid abatement trust fund dollars for shelter programs. Department of Health and Human Services officials explained that the provision would provide $10 million from the opioid abatement trust fund, replacing general funds in the governor’s budget, while also noting an additional $2.5 million prioritized needs request for shelter care that was already fully funded. Committee members asked about shelter bed capacity, job placement efforts, and the remaining balance in the opioid fund; DHHS said there are 934 contracted beds and that case management includes help with housing and employment. Officials also said the current proposed budget includes another $1 million later in HB 2 from the opioid fund. The committee then began discussion of Sections 86 through 87, which would preserve the department’s ability to transfer funds between personnel lines. DHHS said the provision is operationally critical and that losing it would make it extremely difficult to manage the department, though it would not have a direct fiscal impact. The next item introduced was Section 88, extending a suspension related to eligibility for services until July 1, 2027; DHHS indicated that if the suspension were not continued, it would likely increase expenditures for Community Mental Health Centers and potentially others. No votes were taken during this portion of the meeting.
OK

Oklahoma 2025 Regular Session

Agriculture Oct 28th, 2025

Agriculture

Transcript Highlights:
  • There's no landfill data that might be coming into a wastewater treatment plant that might have some
  • And they have all adopted a tiered approach based on data.
  • Let's gather data on that specific site and monitor how we're going to move forward.
  • I don't have the data. You can't create or destroy mass, right?
  • Don't have the right data? Is it because the science is flawed?
Committee: House Agriculture
Summary: The meeting focused on the use of biosolids on farm and ranch land, with testimony from Oklahoma State University experts, a conservation official, and an engineering representative about the benefits, risks, and regulatory implications. Dr. Lusk described OSU’s long history of soil fertility research and said biosolids can provide nutrients and organic matter, but also may carry contaminants such as PFAS, heavy metals, pharmaceuticals, microplastics, and pathogens. He emphasized that many questions remain unanswered, especially about contaminant uptake into soil, crops, livestock, and humans, and said existing EPA and Oklahoma DEQ regulations address some treatment and application standards but may not fully cover PFAS. Dr. Arnell expanded on nutrient management, explaining that biosolids can function similarly to manure as a fertilizer source, especially for nitrogen and phosphorus, but should be tested, incorporated into soil, and applied under permit conditions to reduce runoff and other losses. He said PFAS testing methods are not yet standardized and that more research is needed to determine sampling protocols, movement in soil, and long-term effects. Committee members asked whether farmers and ranchers should be notified of risks, whether PFAS is currently tested, how many counties use biosolids, and what research would be needed for a dissertation-level study. The witnesses generally agreed that landowners should be informed of known risks and uncertainties, but said the science is still developing. Dr. Arnell said a unified testing method is needed before reliable PFAS monitoring can be done, and suggested that a multi-year study would be required to understand soil movement, crop uptake, and livestock impacts. Greg Scott of the Oklahoma Conservation Commission framed the issue as a waste-management problem, noting that human waste streams contain contaminants and that soil type affects how pollutants move; he said sandy soils pose greater movement risks than clay soils and that current best practice is incorporation, careful timing, and avoiding steep or sensitive sites. He also said PFAS are widespread and not naturally occurring in the way some other compounds are, and that liability and cleanup costs are major concerns. Mary Elizabeth Mock of Garver Engineering focused on the practical and financial consequences of a possible moratorium on land application, saying most of Oklahoma’s biosolids are currently land applied and would otherwise have to go to landfills. She warned that many landfills are nearing capacity, tipping fees could rise sharply, and cities such as Tulsa and Norman could face large increases in disposal costs, which would ultimately be borne by ratepayers and taxpayers. She also said septic system maintenance costs could rise if land application options shrink, potentially leading to deferred maintenance and system failures. Mock urged a tiered, data-driven approach to PFAS regulation and said advanced treatment technologies may help in the future, but they are still emerging and expensive. No votes were taken; the session consisted of presentations and member questions.