Video & Transcript Research : 'aggregated data'
Page 11 of 500
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Advanced Information Technology, the Internet and Cybersecurity Jun 21st, 2026 at 01:00 pm
Joint Committee on Advanced Information Technology, the Internet and Cybersecurity
Transcript Highlights:
- The needless aggregation of data puts consumers at risk of data... ...they are intended to provide.
- The needless aggregation of data puts consumers at risk of data breaches and leaks, and without a clear
- However, the constant aggregation of this data without consumers knowing and the selling of this data
- data.
- data.
Summary:
The committee hearing focused on a package of Massachusetts privacy and technology bills, especially measures to ban the sale of location data, establish a comprehensive consumer data privacy law, and regulate biometric recognition and surveillance pricing. Chairs and sponsors argued that self-regulation has failed, that data brokers and large tech companies routinely collect and monetize sensitive information, and that state action is needed because federal protections are weak or absent. Several speakers tied the bills to reproductive health, gender-affirming care, domestic violence, children’s data, and other sensitive uses of location and biometric information.
Supporters included legislators and advocates who backed H. 86/S. 197 (Location Shield), H. 78/S. 45/H. 104/S. 29 (comprehensive privacy bills), H. 99/S. 47 (surveillance pricing in grocery stores), and H. 36/S. 36 (biometric recognition accountability). They emphasized data minimization, bans on selling sensitive data, consumer rights to access, delete, and opt out, and in some cases a private right of action. Several witnesses said Massachusetts should lead or align with other states, while others argued that stronger protections are needed because data can be weaponized by stalkers, anti-abortion actors, abusive partners, insurers, or law enforcement.
Industry and coalition witnesses urged the committee to favor a more standardized, interoperable framework modeled on laws already adopted in other states, warning that novel definitions, data-minimization rules, and private rights of action could create compliance burdens, confusion, and costs for businesses, including small businesses. They argued that entity-level exemptions for sectors already covered by federal laws like HIPAA or GLBA promote consistency, and that Attorney General enforcement is preferable to private lawsuits. Committee members questioned witnesses on patchwork concerns, the scope of exemptions, and whether the proposed bills would harm or help consumers and small businesses. No votes or final actions were taken during the hearing; written testimony was noted as due later, and the committee continued taking testimony from multiple panels and virtual witnesses.
DE
Delaware 2025-2026 Regular Session
Senate Environment, Energy & Transportation Committee Meeting Jun 23rd, 2026
Environment, Energy & Transportation
Transcript Highlights:
- This is the data center, a large data center bill.
- Fourteen states extend their data center tax incentives to cover electricity used by data centers in
- Fourteen states extend their data center tax incentives to cover electricity used by data centers in
- Again, it’s data center.
- about data centers.
Summary:
The committee heard several bills focused on energy, public safety, and environmental cleanup. House Bill 455 would create a historic preservation license plate to raise funds and awareness for Delaware preservation efforts, and House Bill 471 would tighten rules and penalties for off-highway vehicles on shared private roads, with golf carts excluded. House Substitute No. 1 for House Bill 439, the Truth in E-Bike Marketing Act, would require clearer disclosures when selling electric mopeds and electric motorcycles so consumers understand classification, power, and licensing/insurance requirements. House Substitute No. 1 for House Bill 407, related to the Hazardous Substance Cleanup Act and brownfields, would shift funding for brownfield cleanup from the original realty transfer tax approach to a dedicated share of the hazardous substance cleanup fund and raise civil penalties for fraudulent acts. The committee also approved the June 18, 2026 minutes once quorum was reached.
Most of the meeting centered on House Substitute No. 1 for House Bill 233, as amended, a large-load/data center bill intended to protect ratepayers from costs tied to massive new electricity users. The sponsor and Public Advocate said PJM’s warnings about a coming reliability backstop auction made it urgent to establish a Delaware framework now, requiring large energy users to sign utility agreements, cover their share of transmission, distribution, and capacity costs, and comply with curtailment and other protections. Supporters from environmental groups and some labor and business voices said the bill was needed to prevent cost shifts to households and small businesses, while opponents argued it was being rushed, could deter investment, and might unintentionally affect other industries; several asked for more time and clearer definitions. No vote was taken in the portion provided.
The committee also took up House Bill 470, which would authorize Delmarva Power, with PSC approval, to build and operate utility-owned battery storage and spread costs across the customer base. The sponsor and Delmarva said the bill would improve reliability quickly and help avoid outages, while the chair expressed concern that the state had not yet fully studied whether utility-owned or competitively procured storage is the best model, noting a recent SEU storage study and broader policy questions. Supporters said utility storage could be deployed faster and help with peak shaving, while others urged a competitive process; the transcript cuts off before any final action on HB 470.
TX
Transcript Highlights:
- The Secretary of State will aggregate, aggregate this information and notify the voter registration registrar
- because it fails to address the most critical vulnerability in our election system, the central aggregation
- The central computer is the aggregation computer.
- The central aggregation computer tabulates votes by precinct.
- If we only verify at the polling place and the central system manipulates data at the precinct level
FL
Florida 2025 Regular Session
Education Postsecondary Jan 14th, 2025
Transcript Highlights:
- WE TALK ABOUT THESE DRUGS DEVELOPED TO CLEAR OUT THE PROTEINS THAT AGGREGATE IN THE BRAIN OF ALZHEIMER'S
- I'LL APOLOGIZE, I AM A SCIENTIST SO I HAVE TO SHOW ONE PIECE OF DATA AND TALK ABOUT IT.
- LOTS OF TIMES IT'S INFORMATION AND DATA BASED RESEARCH-BASED INNOVATIONS THAT WILL CUMULATIVELY HELP
- AND OVER 2 BILLION RECORDS AGGREGATED FROM EIGHT DIFFERENT SOURCES, ONLY ONE OF THOSE IS OURS BUT WE
- HAVE OTHER PARTNERS CONTRIBUTING DATA.
FL
Transcript Highlights:
- We collect and aggregate the land and building data, the sales data, the confidential parcel status.
- In my tenure since 1992, just the computer capability to aggregate data and look at the property appraisers
- They also look at that data for purposes of school taxes by July 17th.
- And in my tenure since 1992, you know, just the computer capability to aggregate data and look at the
- The data collection piece we touched on is a big part of it.
Summary:
The Committee on Finance and Tax met with a quorum present and heard a presentation from the Property Appraisers Association of Florida on ad valorem valuation, exemptions, and the property tax process. Lauren Levy reviewed the legal and historical framework of Florida property taxation, including Save Our Homes, the 10% cap on non-homestead assessments, portability, tangible personal property exemptions, TRIM notices, and the distinction between taxable value and millage rates. He emphasized that property appraisers are independent constitutional officers who assess just value, administer exemptions, and are overseen by the Department of Revenue, with values and exemptions generally determined as of January 1 and subject to challenge through the Value Adjustment Board or circuit court.
Mike Twitty described the mass appraisal process in Pinellas County, explaining how property appraisers value large numbers of parcels using the same core approaches as fee appraisals but with statistical testing, field reviews, aerial imagery, and technology. He discussed the importance of budget, staffing, and the January 1 valuation date, and noted that recent hurricanes caused significant damage, increased petitions, and required new procedures to help property owners with value reductions and FEMA-related issues. Paul Polk focused on Department of Revenue oversight, explaining sales ratio studies, uniformity measures such as COD and PRD, time adjustments, sales qualification reviews, and in-depth studies that can lead to corrective action if assessment standards are not met. He also noted that the Department reviews property appraiser budgets to preserve independence from county pressure.
Senators asked about the supersized homestead concept, DOR review and rejection standards, value trends, and the impact of storms and new construction on taxable value. Twitty and Polk said value growth has been driven by a mix of new construction, market appreciation, cap resets, and storm-related adjustments, while noting that some counties saw market value decline even as taxable value rose. They also said some property tax relief proposals would be easier to implement than others depending on how local tax bills are structured, especially where law enforcement millage is separately identified. No votes were taken on legislation, and the committee adjourned after the presentation.
FL
Florida 2025 Regular Session
October 7, 2025 - 12:30 PM
Transcript Highlights:
- WE REVIEWED THE COMPLAINT DATA AS FAR BACK AS 2019 AND ONLY FOUND THREE INSTANCES THAT ALLEGED AI DELAYED
- ALL MODELS CAN ANALYZE AI MODELS CAN ANALYZE DATA QUICKLY LARGE VOLUMES OF DATA QUICKLY.
- THE AI AGGREGATOR WHICH BASICALLY, FROM MY UNDERSTANDING, WHICH IS TAKE INTO ACCOUNT IF THE CONSUMER
- GUARDRAILS TO ENSURE THE DATA PRIVACY AND ETHICAL USE OF CUSTOMER INFORMATION, I DID NOT HEAR THAT.
- INSURANCE, AT THE END OF THE DAY, IS A RISK AGGREGATION, RIGHT?
VA
Transcript Highlights:
- What HR1 does is it adds a data point.
- But this is just a snapshot of our February data.
- We had limited data visibility into real-time performance.
- We had limited data visibility into real-time performance.
- Long term, modernize our data systems and internal controls.
CA
California 2025-2026 Regular Session
Assembly Privacy and Consumer Protection Committee Jun 23rd, 2026
Privacy and Consumer Protection
Transcript Highlights:
- By aggregating digital records and by purchasing databases with billions of data points from private
- Safeguarding personal data.
- It passed through a chain of data brokers, trackers, and aggregators that you've never heard of and never
- It's much more aggregated demographic data. ...that this isn't going to be sort of a political thing.
- It's much more aggregated demographic data as opposed to, like, Henry Stern lives in Sherman Oaks, where
OK
Transcript Highlights:
- Thank you, just thank you, Representative Just on the data in general, where's this data coming from?
- So it's a variety of entities that this data will be coming from.
- And it is again, this is aggregation of all this data from these other entities.
- That's already the data is already out there.
- So does any of this data come from K through 12 students?
Keywords:
unclaimed property, abandoned property, state treasurer, unclaimed property fund, public website, claimant, hearing, administrative procedures act, sales tax exemption, income tax subtraction, youth entrepreneurs, teen business, minor-owned business, sole proprietorship, business license exemption, entrepreneurship, youth vendor, Oklahoma Tax Commission, Title 60, Title 68
CA
California 2025-2026 Regular Session
Assembly Communications and Conveyance Committee Jun 18th, 2025
Transcript Highlights:
- , in some cases, aggregated before disclosure. ...of TNC data and addressed rehearing applications from
- the TNCs, affirming most data should be disclosed and, in some cases, aggregated before disclosure.
- of the data.
- of the data.
- Useful data was provided by operators for the GHG study, but it was aggregated and averaged over the
Summary:
The hearing focused on transportation network companies in California, with the chair framing it as an informational hearing on the history, regulation, safety, climate, accessibility, and data issues surrounding Uber, Lyft, and smaller or autonomous TNC services. The CPUC described its decade-long regulatory role, including safety rules, background checks, insurance requirements, reporting obligations, and two major legislative programs from 2018: the Clean Miles Standard and the Access for All program. Members asked about complaint trends, data collection and disclosure, program implementation, and how the CPUC uses annual reports for policymaking, compliance, and program oversight.
Uber and Lyft said the statewide framework has supported growth while providing safety and access benefits, but both companies emphasized that insurance is a major cost driver and argued that California’s UM/UIM requirement is unusually high compared with other vehicles. They said the Clean Miles Standard is pushing electrification but faces headwinds from EV affordability and charging infrastructure, while Access for All has expanded wheelchair-accessible service but still needs continued support. They also discussed transit partnerships, wildfire response, and the potential role of autonomous vehicles, with both companies saying human drivers will remain important and that future regulation should account for new technology.
The final panel, including the San Francisco County Transportation Authority and UC Berkeley researchers, presented evidence that TNCs have increased congestion and reduced transit ridership, especially in dense urban areas. They described prior research showing TNCs contributed to congestion growth in San Francisco and noted that this work helped spur local taxes on ride-hailing trips to fund safety and transit improvements. The panel also discussed the CPUC’s evolving data-disclosure decisions, arguing that public access to TNC trip data is important for understanding transportation impacts and informing local policy.
MN
Minnesota 2025 1st Special Session
Committee on Health and Human Services - 01/21/25
Health and Human Services
Transcript Highlights:
- This data is about a health department's ability to use data for decision-making and share that data
- This data is limited, restricted funds.
- <00:48:32.280>
uh really been able to do with data uh really been able to do with data uh - <01:24:07.480>
column patients with TB um First Data column patients with TB um First Data - transparency the Dynamics the data transparency the Dynamics the data that's<01:35:06.679>
become
Summary:
The Senate Health and Human Services Committee convened for its first meeting of the 2025 session, with Chair Melissa Wiklund outlining the new co-chair arrangement, rotating gavel, committee size of 12, and the seven-vote threshold needed to move bills and motions. Members and staff introduced themselves, including several new senators, committee administrators, counsel, fiscal staff, researchers, and new pages. The committee then began its agenda with an overview of the Minnesota Department of Health from Deputy Commissioner Wendy Underwood.
Underwood described MDH’s mission and structure, emphasizing public health’s focus on prevention, population health, and the social and economic factors that drive health outcomes. She highlighted the state’s health disparities, the department’s five bureaus, and major work areas including infectious disease response, newborn screening, environmental health, chronic disease prevention, health regulation, health equity, and operations. She also discussed the Center for Health Care Affordability, saying the department has been meeting with stakeholders and has hired a director to begin work on advisory bodies and community engagement around rising health care costs.
Members asked questions about physician shortages, burnout, administrative burden, and health care bureaucracy. Senator Grunhagen argued that excessive paperwork and micromanagement are worsening access and workforce shortages, while Senator Abeler asked for data on whether past disparity programs have been effective and whether some efforts should be consolidated. Underwood said MDH has rural health programs, workforce supports such as loan forgiveness, and research on administrative costs and low-value services, and she noted the department has published legislative reports with more data to come. The chair then moved the committee to a broader discussion of public health system development in Minnesota, introducing City of Bloomington officials to present on a recent report.
MN
Transcript Highlights:
- Section 50, requiring an audit of the aggregate production tax.
- plans to address access to aggregate plans to address access to aggregate resources.<00:03:43.920
- Section 51 the aggregate production tax.
- to use laboratory electronic health data to use laboratory data<01:24:00.560>
to <01:24:00.719 - Line 7.29 to 8.1 make clarifying changes related to reporting EMS data.
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 7 on Accountability and Oversight Mar 11th, 2025
Transcript Highlights:
- and look at the outcomes for that population these aggregates don't disaggregate the data and look at
- There's a lot of data in each of these presentations and a lot of ratios and data points that each of
- There's a lot of data in each of these presentations and a lot of ratios and data points that each of
- And when I say accountable, I don't mean just give us some data, but give us the data that we are requesting
- And I don't see that level of data here.
Summary:
The Assembly Budget Subcommittee on Accountability and Oversight held a hearing on California’s homelessness funding, focusing on the Homeless Housing Assistance and Prevention (HAP) Grant and the Encampment Resolution Grant Program. HCD described new accountability requirements, including regional action plans, stronger reporting and expenditure conditions, housing-element compliance, encampment response plans, and public dashboards that track fiscal spending, service outcomes, and encampment resolution status. Officials said the goal is to use the data to identify underperforming grantees, provide technical assistance, and, if needed, withhold or reallocate funds.
Local officials from San Diego, Fresno, and Santa Cruz said the programs have helped expand shelter, outreach, and permanent housing, and that state dollars have leveraged local and federal resources. Mayor Todd Gloria said San Diego has used HAP to expand shelter and safe sleeping options, reduce downtown encampments, and increase housing production, but argued the state’s new accountability website is too high-level and does not fully reflect countywide conditions, behavioral health outcomes, or the role of continuum-of-care partners. Fresno officials said HAP and other state funds helped the city add shelter beds and reduce homelessness, while Santa Cruz emphasized that state funding helped build local coordination and draw in federal vouchers.
Members pressed the panel on whether HAP is actually reducing homelessness, what the best success metrics should be, and whether the state is getting full, usable data from grantees and subcontractors. Several members asked for more granular jurisdiction-level reporting, better tracking of nonprofit spending, and clearer measures beyond point-in-time counts and “people served.” HCD said it is still improving HMIS participation and data quality, but can already show outcomes such as exits to permanent housing and returns to homelessness. The hearing ended with broad agreement that transparency is important, but disagreement remained over the best measures of success and how much emphasis should be placed on housing, prevention, shelter, and treatment.
NM
New Mexico 2025 Regular Session
IC - Courts, Corrections and Justice Sep 22nd, 2025
Courts, Corrections & Justice Committee
Transcript Highlights:
- This program is basically a giant data aggregator.
- It aggregates data from calls for service, reports, and case files.
- But what I mean by light is that I don't see any of these data aggregation centers—very few in the Southeast
- That's on page... well, where it says data aggregation.
- The other point you started to discuss is the data and the data sharing.
MN
Minnesota 2025-2026 Regular Session
House Human Services Finance and Policy Committee 2/13/25
Human Services Finance and Policy
Transcript Highlights:
- So it's pretty complex digging deeper into the data, but on the aggregate we received 54%, or we will
- So it's pretty complex digging deeper into the data, but on the aggregate we received 54%, or we will
- better but with the able to share data better but with the data<00:41:27.000>
we <00:41:27.359 - licensing payment withholds and data licensing payment withholds and data sharing<00:44:47.960><
- for Medicaid data.
WY
Wyoming 2026 Regular Session
House Labor, Health & Social Services Committee, March 2, 2026
Labor, Health & Social Services
Transcript Highlights:
- Um, there's about collection of data.
- verified through available data sources. verified through available data sources.
- and you can make policy decisions based on that data."
- decisions based on that data. decisions based on that data.
- Um, when for when we collect that data.
Keywords:
medical necessity, insurance, healthcare policy, independent review, claim processing, shared parenting, family law, joint custody, child well-being, parental rights, pharmacy, collaborative care, healthcare, prescriptions, patient safety, Wyoming Pharmacy Act, welfare, Medicaid, employment, eligibility verification
TX
Transcript Highlights:
- It prohibits combined aggregate limits.
- um, to put a fine point on the priming the pump concept that he had, uh, this is a little bit old data
- wind tunnel because they are very intent on destroying them, but we get a lot of really important data
- It creates data.
- But there's plenty of data out there for actuarial science to already have determined how much this is
TX
Transcript Highlights:
- It prohibits combined aggregate limits.
- Now in a prior report, TDI raised a concern about shared aggregate limits, both from a disclosure and
- We get a lot of really important data out of what IBHS does in their testing.
- But there's plenty of data out there for actuarial...
- So, why can't we use that extra data from other states and other areas applied to the storm rate?
Bills:
HB778, HB 1266, HB1576, HB2213, HB2517, HB2518, HB2841, HB3306, HB3320, HB3388, HB3508, HB3520, HB3689
Keywords:
credentialing, healthcare, physician assistants, advanced practice nurses, managed care, hurricane, windstorm, loss mitigation, grants, insurance discounts, property retrofitting, insurance, Texas Windstorm Insurance Association, board composition, coastal counties, property insurance, taxation, Texas FAIR Plan Association, premium taxes, maintenance taxes
WV
West Virginia 2026 Regular Session
WV Senate Finance Committee in Session Mar 11th, 2026 at 04:01 pm
Transcript Highlights:
- This is the property tax assessment rule for microgrids and data centers.
- Further language is added detailing valuation determinations when a high-impact data center or power
- This is the property tax assessment rule for microgrids and data centers.
- Further language is added detailing valuation determinations when a high-impact data center or power
- This strike-and-insert amendment adds a section of code that deals with microgrids and data centers,
Summary:
The Senate Finance Committee met with a quorum present, approved the prior meeting minutes, and then considered a series of House bills and committee substitutes. House Bill 5438, dealing with changes to Step 7 of the school aid formula and allowable uses of certain education allocations, was amended to adopt the Education Committee’s changes and then reported to the full Senate. House Bill 4087 creating the West Virginia-Ireland Education Alliance was also reported, as was House Bill 4191, which expands child care tax credit eligibility for employer-sponsored facilities and changes subsidy payments from attendance-based to enrollment-based reimbursement; senators emphasized its workforce and economic development benefits. House Bill 5074, which reallocates medical cannabis fund balances and future revenues, was amended to increase the Child Protective Commission pilot funding from $3 million to $5 million and remove proposed ibogaine research funding for Marshall and WVU before being reported. House Bill 5353, regulating virtual currency kiosks and money transmission licensure, and House Bill 5527, creating licensure and oversight for wellness reimbursement program administrators, both received strike-and-insert amendments and were reported. House Bill 5687, which phases down the metallurgical coal severance tax and adds a temporary oil and gas tax reduction with county/municipal revenue adjustments, was amended and reported. House Bill 4418, creating an electronic system for municipal business and occupation tax filing and collection with a 1% administrative fee and a participation threshold, was also reported.
The committee then took up House Bill 4245, the Revenue Rules Bundle, which bundles 26 legislative rules from the Department of Revenue and related agencies. The bundle included alcohol, banking, insurance, racing, and tax rules, with several sunset extensions and repeals of outdated rules; the committee adopted a strike-and-insert amendment affecting a lottery consumer protection rule and a pre-need cemetery company rule, then reported the bill. House Bill 5168, providing a $12 million lottery-funded stream for emergency medical services, was amended to clarify the uses of the funds, rename one fund, require a 30% county match for mental health treatment spending, and create two additional county-based EMS funds; senators described it as a needed permanent funding source for EMS, and it was reported. Throughout the meeting, members generally supported the measures, with some discussion on technical details, funding allocations, and the impact of the bills on local services and workforce needs. At the end of the meeting, the chair announced that Senate House Bills 4004, 4006, and 4009 would not be taken up that day, and the committee adjourned.
FL
Florida 2025 Regular Session
Education Postsecondary Feb 4th, 2025
Transcript Highlights:
- And you can see at the top the line graph is the actual aggregate number of all of those.
- They can look at the average of the most 3 years that they have on data.
- We could also have an is a situation where we don't have 3 years worth of reporting data for them.
- They will be allowed to look at their data to provide supplemental data back to the department of there
- The data on here speaks for itself. The 100% job placement of the 98% job placement.