Video & Transcript Research : 'data disaggregation'

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CA
Transcript Highlights:
  • And the data backs this up.
  • We use disaggregated data to identify the students with the most need because of these equity gaps that
  • And so one big ask for me is to have those university administrators give us that data and provide us
  • And so it's a clear data table where it showcases a big percentage of CSU students and their opinions
  • A lot of the time, there are issues with data collection.
Summary: The Assembly Higher Education Committee held an oversight hearing on how federal actions are affecting California higher education, with opening remarks from the chair and members emphasizing the importance of state-federal shared governance and the need to protect access, affordability, and campus diversity. The first panel included leaders from the CSU, University of the Pacific, California Community Colleges, and UC, who described broad impacts from federal grant terminations, changes to student aid, loan limits, visa and immigration policy, and proposed reductions to research support. Testimony focused on the elimination of Grad PLUS loans, caps on Parent PLUS and Pell-related changes, the loss or suspension of hundreds of grants, and the resulting harm to student support services, research, workforce pipelines, food assistance, and health care training. UC and CSU representatives warned of major losses in research funding, indirect cost reimbursement, and student opportunities, while community college leaders highlighted uncertainty around federal grants and the need to maintain services for low-income, first-generation, undocumented, and other vulnerable students. Committee members asked how the state could respond, including through intersegmental partnerships, dual enrollment, transfer pathways, and support for basic needs and nutrition programs. Witnesses said California could help by sustaining financial aid, protecting minority-serving institution programs, and investing in research, housing, and workforce development. Several speakers stressed that federal changes were creating instability for students and campuses, and that the effects would likely be long-lasting, especially in health care, teaching, STEM, and social work pipelines. A second panel then focused on equitable access. The California Student Aid Commission described state efforts such as the $3.9 billion investment in aid programs, the Cal Grant system, the Dream Act, and possible reforms to better serve adult learners, foster youth, undocumented students, and students with dependents. The Los Angeles Community College District reported that federal cuts and policy shifts are discouraging students from applying for aid, threatening TRIO and MSI/HSI-funded services, and reducing support for basic needs, counseling, and workforce programs. The Association of Independent California Colleges and Universities and the CSU Academic Senate echoed concerns about FAFSA confusion, international student restrictions, grant losses, and the erosion of equity-focused programs. No formal votes or legislative actions were taken during the hearing; the committee primarily received testimony and discussed possible state responses.
CA

California 2025-2026 Regular Session

Assembly Floor Session Sep 11th, 2025

California House Floor Meeting

Transcript Highlights:
  • So I rise today to talk about data centers.
  • Pragmatic approach to reporting on data centers. Water really is once used.
  • Instead, it requires data to be disaggregated to reflect the diverse experiences of historically underrepresented
  • But I'd also at least like to hear the data on how often this is actually happening.
  • If you want the data and you want the numbers, that's the fact. Didn't need it then?
Summary: The Assembly met in session, established a quorum, and opened with a prayer and Pledge of Allegiance recognizing 9/11. Members then moved through a long daily file and concurrence calendar, with many items passed without debate or temporarily retained. The chamber also took procedural actions, including re-referring AB 1152 to the Public Safety Committee, suspending rules for guest access and file-item handling, and later taking a roll-call vote to allow a late-filed journal letter request. Among the major Senate bills taken up on third reading, the Assembly approved SB 385 on peace officers’ rights, SB 753 on shopping cart recovery, SB 838 on housing and hotel projects, SB 643 on carbon dioxide removal grants, SB 645 on jury peremptory challenges in civil cases, SB 761 on CalFresh access for students, SB 774 on real estate licensing sunsets, SB 400 on renewable energy labor tax incentives, SB 24 on utility spending transparency, SB 37 on attorney advertising ethics, SB 258 on spousal rape involving disabled spouses, SB 364 on outdoor advertising near new freeways, SB 403 removing the sunset from medical aid in dying, SB 770 on HOA barriers to EV charging, and SB 22 on gift certificate cash redemption values. Most of these measures passed with little or no opposition; SB 403 and SB 770 drew more divided votes, while SB 24 was briefly delayed by a call before passing. The Assembly also concurred in numerous Senate amendments on Assembly bills covering a wide range of topics, including service of process (AB 747), local clean energy planning (AB 39), firearms (AB 1078), workers’ compensation (AB 1336), public health (AB 1487), survivor leave protections (AB 406), solid waste (AB 70), water reporting for data centers (AB 93), Diwali recognition (AB 268), wildfire workforce recovery (AB 338), educational equity (AB 419), civic education (AB 422), office-to-housing conversions (AB 507), cannabis tax relief (AB 564), privacy/browser opt-out rules (AB 566), housing element transparency (AB 610), tenant appliance requirements (AB 628), code enforcement penalties (AB 632), homelessness and LGBTQ-related policy (AB 678), energy (AB 740), DEIA review in state government (AB 766), inmate firefighter wages (AB 247), children’s health (AB 798), real estate (AB 851), COVID-era rehiring protections (AB 858), hazardous materials (AB 961), real property and housing covenants (AB 1050), aging (AB 1069), health care facilities (AB 1172), endangered species protections (AB 1319), CalWORKs modernization (AB 1324), cannabis access for seriously ill patients (AB 1332), foreign labor contractors (AB 1362), and downtown revitalization financing (AB 1445). Several of these passed overwhelmingly, while a few drew notable opposition, including AB 93, AB 403, AB 770, AB 851, AB 1050, and AB 1319. The transcript also included extended debate on SB 34, which was presented as a compromise measure on air pollution and port operations in the San Pedro Bay area. Supporters said it narrowed the scope to protect union jobs while preserving AQMD authority, while opponents and supporters alike noted the underlying distrust between labor and environmental stakeholders. The Assembly passed SB 34, SB 515 on disaggregated demographic data collection, and then began taking up AB 495 on immigration, with the sponsor describing family separation and immigration enforcement trauma before the transcript cuts off.
AZ

Arizona 2026 Regular Session

02/05/2026 - House Rural Economic Development

Rural Economic Development

Transcript Highlights:
  • reactors and data centers?
  • These are both obviously data centers are going on right now.
  • Would you be willing to potentially include more data if the ACA is able to collect it?
  • Again, I think this is great data.
  • And then for a small modular reactor-specific... ...data centers driving up their rates.
Bills: HB2388, HB2804, HB2926
Summary: The committee began with short presentations highlighting historic sites in Prescott, including the Arizona Pioneer Home and the First Territorial Governor’s Mansion/Charlotte Hall Museum, framed as ways to showcase rural districts and Arizona history. Members discussed the importance of using committee time to feature district-specific projects and tourism assets before moving to legislation. The main action was on HB 2804, a bill creating a state rural development and housing tax credit tied to the federal low-income housing tax credit for projects in counties under 800,000 population. Supporters, including the sponsor, the mayor of Flagstaff, housing developers, and other local officials, argued the credit would help finance affordable housing for seniors, veterans, and low-income residents in rural areas where projects are otherwise not feasible. Opponents, including the Arizona Free Enterprise Club, argued the program is inefficient, difficult to police, and disproportionately benefits intermediaries and developers. After extended questioning and debate about whether the bill truly helps veterans and seniors, the committee passed HB 2804 on a 7-0 vote. The committee then heard HB 2388, which directs the Arizona Commerce Authority to study the economic benefits of small modular reactors and data centers and report findings to the governor and legislature. The sponsor described it as a data-gathering measure to inform future policy, while supporters said it could help assess energy and job impacts, especially for Hispanic workers. One member suggested adding information on utility-rate impacts and waste/storage issues through amendment. The bill passed on a 6-1 vote, and the committee adjourned.
MN

Minnesota 2025 1st Special Session

House Human Services Finance and Policy Committee 3/25/25

Human Services Finance and Policy

Transcript Highlights:
  • The review panel reviewed data from the national landscape on this issue.
  • As part of this, a DHS consultant conducted an analysis of publicly available data for all 50 states
  • framework and review deidentified data framework and review deidentified data quarterly<00:13:34.399
  • union the review panel reviewed data union the review panel reviewed data from<00:13:50.440>
  • The review panel recommends increasing data sharing and transparency by having DCT create a publicly
FL

Florida 2026 Regular Session

Appropriations Committee on Health and Human Services Feb 18th, 2026

Appropriations Committee on Health and Human Services

Transcript Highlights:
  • also eliminates the restriction that limited the clearinghouse to sharing national criminal history data
  • CS for SB 196 is relating to the uterine fibroid data research database.
  • SB 196 is a women's health and public health data bill.
  • I mean, the data has shown that so with the restrictions on supply limits, accidents did increase with
  • It requires the contracted entity to provide regular reports to the board for data collection in the
Summary: The Appropriations Committee on Health and Human Services met to hear and vote on a series of health, human services, and education-related bills, along with a presentation of the committee’s proposed HHS budget. The budget was described as increasing by more than $2.1 billion over the current base, with major funding highlighted for Medicaid and KidCare, rural health, provider rate increases, child welfare, mental health and substance use, opioid treatment, Alzheimer’s initiatives, cancer research, ADAP, veterans’ services, and IT modernization. Public testimony on the budget focused heavily on AIDS Drug Assistance Program funding and concerns about Department of Health changes affecting access, premium assistance, notice, and continuity of care for people living with HIV/AIDS. Among the bills reported favorably were measures on podiatric medicine and tissue-based products (SB 1092), background screening and clearinghouse procedures (SB 1168), child protective investigations involving specific medical diagnoses and second opinions (SB 42), clinical laboratory personnel licensure standards (SB 878), uterine fibroid data tracking and research (SB 196), medical marijuana treatment center oversight and related health provisions (SB 902), dyslexia and dyscalculia screening and intervention in schools (SB 1340), memory care licensure for assisted living facilities (SB 1404), congenital CMV education materials (SB 1414), Parkinson’s disease registry and related public records exemption bills (SB 1684 and SB 1686), and occupational therapy dry needling licensure standards (SB 914). Several bills were amended before passage, including SB 1092, SB 42, SB 902, SB 1684, and SB 1404. Testimony generally came from professional associations, advocacy groups, and affected stakeholders, with support voiced for most measures. The committee adopted amendments on the floor, heard no opposition during debate on the bills described, and then voted to report each measure favorably. At the end of the meeting, senators requested to be recorded in the affirmative on selected bills, and the committee adjourned.
FL

Florida 2026 Regular Session

Regulated Industries Jan 20th, 2026

Regulated Industries

Transcript Highlights:
  • This is actually hard data that nobody else seemed to have.
  • We will take up Tab 6, SB 484 on data centers.
  • Domestic data centers keep sensitive data on U.S. soil under U.S. jurisdiction and subject to American
  • Domestic data centers keep sensitive data on U.S. soil under U.S. jurisdiction and subject to American
  • Today, Florida faces a similar choice with data centers.
Summary: The Committee on Regulated Industries considered several bills and took final action on each. SB 986, by Senator Gruters and presented by Senator Rodriguez, would prohibit smoking or vaping marijuana in public places and in certain indoor spaces; restaurant and lodging representatives supported adding marijuana and vaping to clean indoor air rules but asked to preserve designated smoking areas on private property, while cannabis advocates warned the bill was overly broad and could affect patients and property rights. The committee voted the bill favorably. SB 678, by Senator Mayfield, would restore statutory authority for DBPR to continue allowing alcohol distributors to deduct unsellable alcohol from monthly excise tax calculations; the committee adopted a strike-all amendment and reported the committee substitute favorably. SB 800, also by Senator Mayfield, increases penalties for repeated unlicensed engineering practice and creates an engineering student loan assistance program for engineers working for state agencies and water management districts; after adopting an amendment clarifying eligibility, the committee reported the bill favorably. The committee then heard SB 408, by Senator Grall, which would create a Florida cause of action against vaccine manufacturers that advertise in the state, allowing injured individuals to sue in Florida courts. Supporters argued the bill would rebuild public trust and hold manufacturers accountable, while opponents from the Florida Justice Reform Institute, American Tort Reform Association, BIO, the U.S. Chamber Institute for Legal Reform, and several medical and business groups argued the field is largely preempted by federal law, that existing federal compensation programs already address vaccine injuries, and that the bill raises First Amendment and policy concerns. After debate focused on vaccine injury data, compensation rates, and liability, the committee voted SB 408 favorably. The committee also considered SB 484 and SB 1118, both by Senator Avila, dealing with data centers. SB 484 would preserve local planning authority, bar nondisclosure agreements that prevent disclosure of potential data center development, require the PSC to set large-load tariff requirements so data centers pay their own costs, and limit consumptive use permits for large-scale data centers absent no harm to water resources and compliance with local zoning; supporters emphasized ratepayer protection and economic development, while some witnesses urged flexibility for behind-the-meter projects and confidentiality in negotiations. The bill was reported favorably. SB 1118 would create a time-limited public records exemption for county or municipal information about data center siting and protect proprietary business information; Senator Pizzo raised concerns about how the exemption would affect disclosure of competing projects and local officials’ ability to speak, but the sponsor said he would work on clarifying the language. The committee also passed SB 1050, by Senator Calatayud, which requires veterinarians to provide pet owners with written prescriptions and information about pharmacy choice while preserving veterinary judgment and emergency dispensing authority. The meeting concluded after all bills were reported favorably and members recorded additional votes on prior items.
NV
Transcript Highlights:
  • All this is important data.
  • So we need to be able to look at all that data to understand what is happening in our communities so
  • So we want to open the door so that everybody can come in. data.
  • So we need to be able to look at all that data to understand what is happening in our communities so
  • I'm curious, are you familiar with the FBI Crime Data Explorer? I am not, Assembly Member.
Bills: SB156
MN

Minnesota 2025-2026 Regular Session

Committee on State and Local Government - 04/08/25

State and Local Government

Transcript Highlights:
  • There's also a cancellation of some unused funding for the data disaggregation project.
  • There's also a cancellation of some unused funding for the data disaggregation project.
  • This proposal would protect nonpublic data during the data challenge appeal process.
  • decision-making and the efficient use of data and data services, and then to allow us to continue to
  • decision-making and the efficient use of data and data services, and then to allow us to continue to
Keywords: 1187, senate, all
HI

Hawaii 2026 Regular Session

EIG DEFER Public Hearing 04-17-2026

Energy and Intergovernmental Affairs

Bills: HCR206
Summary: The Committee on Energy and Intergovernmental Affairs met in Room 016 for a scheduled decision-making session, but the chair announced that quorum was not present. As a result, no testimony was taken and no action was taken on the agenda items: HCR 43, HCR 154, HCR 165, and HCR 202 HD2. Because of the lack of quorum, decision-making on all listed measures was deferred. The chair announced the committee would reconvene on Tuesday, April 21, 2026, at 2:00 p.m. in Room 225.
HI

Hawaii 2026 Regular Session

EIG-AEN, WLA-AEN, AEN-HHS, AEN, AEN DEFER Public Hearings 04-17-2026

Energy and Intergovernmental Affairs

Transcript Highlights:
  • on this agenda: House Concurrent Resolution 2206 HD1 regarding the Hawaii State Energy Office and data
  • on this agenda: House Concurrent Resolution 2206 HD1 regarding the Hawaii State Energy Office and data
  • House Concurrent Resolution 2206 HD1 regarding the Hawaii State Energy Office and data centers.
  • Uh, up next is HCR 162 requesting the establishment of an arts and data mapping task force.
Bills: HCR206
Summary: The committees met on several concurrent resolutions focused on energy, agriculture, water, and food security. Testimony on HCR 206 HD1 concerned the Hawaii State Energy Office and data centers, with comments submitted by the PUC, the Energy Office, and others; the measure was recommended for passage without amendment, though one committee deferred formal action until a later meeting because of quorum issues. HCR 31, recognizing 2026 as the International Year of Rangelands and Pastoralists in Hawaii, received strong support from the Hawaii Cattlemen’s Council, which emphasized managed grazing, groundwater infiltration, and food production; it was recommended and adopted as passed unamended. HCR 33, on the Pua Kōloa sewage project, was amended to add UH Hilo as a stakeholder and resource for research, monitoring, and technical assistance, then recommended for passage with amendments. The committees also heard and advanced a series of resolutions on environmental and land-use issues. HCR 36 establishing a sister-state relationship with Okayama, HCR 19 designating March as March for Water Month, HCR 162 creating an arts and data mapping task force, HCR 61 on reforestation investment, HCR 106 endorsing Waikiki as a world surfing reserve, and HCR 178 urging a Maui water set-aside were all recommended for passage as is and adopted. HCR 14, authorizing a perpetual non-exclusive easement for drainage purposes, was recommended for passage with technical, non-substantive amendments. HCR 179, addressing the Aha Moku Advisory Committee, was amended to create a working group with legislative, Aha Moku, DLNR, and OHA representation to report back for the 2027 session, and was recommended for passage with amendments. In the agriculture and environment hearing, HCR 117 on statewide food security drew testimony from a high school student and others stressing Hawaii’s vulnerability to supply disruptions and the need for local food resilience; it was passed as is. HCR 103, supporting expanded tree canopy and shade trees to reduce urban heat islands, also passed as is after a member noted storm damage concerns and suggested careful plant selection. HCR 180, urging the Department of Agriculture and Biosecurity to explore co-locating renewable energy projects with agricultural reservoirs and irrigation infrastructure, received strong support from Molokai Clean Energy Hui and others describing the Kalaupapa Reservoir floating solar project and its community planning process; it was passed as is. HCR 144 HD2, calling for a comprehensive statewide food security strategy, was also recommended and adopted without amendment.
MN

Minnesota 2025-2026 Regular Session

House Taxes Committee 2/27/25

Taxes

Transcript Highlights:
  • centers to include a new category of data centers termed large-scale data centers.
  • data center.
  • centers to include a new category of data centers termed large-scale data centers.
  • data center.
  • It says data center...
Bills: HF1277, HF1006
WY

Wyoming 2026 Regular Session

Senate Appropriations Committee, February 11, 2026

Appropriations

Transcript Highlights:
  • mostly for the study, but there's also an ongoing subscription to the software used to analyze the data
  • ><00:27:49.520> the uh the software used to analyze the uh the software used to analyze the data
  • :27:52.000> it's<00:27:52.240> going<00:27:52.400> to<00:27:52.559> be data
  • Um so but um yeah it's going to be data.
  • into the system but again this is a data into the system but again this is a platform<00:40:09.839><
CA
Transcript Highlights:
  • Because USDA's data lags data that's available at the state level and has a couple of other aspects that
  • AAPI data shows that immigrants comprise the majority of Asian-American populations.
  • It's much higher than the average Asian-American community if you look at disaggregated data.
  • So we have the data to present.
  • the opportunity to use the data, to use the money in the way that works best for you.
Keywords: 988, house, all
TX

Texas 89th Regular

Public Education Mar 4th, 2025

Public Education

Transcript Highlights:
  • I can do some of the others, but that one requires a lot of data.
  • It's based on last year data, if you put the new pieces in play.
  • and get disaggregated and dig a little deeper, you see those gaps widen for students who are.
  • So, on the last slide, I believe, you will actually see the data.
  • Effectiveness, so we don't have data on the different models themselves, but what we do have is the data
Bills: HB2, HB2
OK
Transcript Highlights:
  • Members, House Bill 2992 is the Data Center Customer Protection Act of 2026. Is there a PCS?
  • Data Center Customer Protection Act of 2026. Is there a PCS? There is a PCS.
  • House Bill 2992 would require data centers to pay their share of infrastructure costs associated with
  • One normal AI data center consumes as much electricity as the city of Edmond, which has almost 100,000
  • Even some of the largest data centers employ less than 150 people, sometimes as few as 25.
MN

Minnesota 2025-2026 Regular Session

House Higher Education Finance and Policy Committee 3/12/26

Higher Education Finance and Policy

Transcript Highlights:
  • Let's keep all the data possible. So, thank you so much. That's all I have to say.
  • in this committee importance of data in this committee because<00:27:45.840> the<00:27:46.080
  • on health, on decimated important data on health, on climate,<00:27:51.919> on<00:27:52.159><
  • I think this is a great compromise that we can actually get data.
  • Uh, Representative Klevorn talked about Representative Cleorne talked about wanting to have data and
Bills: HF3432, HF3411