Video & Transcript Research : 'aggregated data'
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NM
New Mexico 2025 Regular Session
IC - Water and Natural Resources Nov 18th, 2025
Water & Natural Resources Committee
Transcript Highlights:
- Then the material disposal area C, and then the aggregate area. cleanup.
- And we have all the data when it comes to natural resources.
- This is data from fiscal year 2024.
- This data is pulled from FY25.
- And so, did the memorial produce any data?
MN
Minnesota 2025-2026 Regular Session
House Commerce Finance and Policy Committee 2/25/26
Commerce Finance and Policy
Transcript Highlights:
- <01:18:18.000>
data um public reporting of aggregated data um public reporting of aggregated - through say 2022 when a lot of see data through say 2022 when a lot of the<01:18:44.159>
data - And so I have a hard time believing when I look at the numbers and even the aggregated data out of Minnesota
- <01:44:11.920>
data numbers and even the um aggregated data numbers and even the um aggregated - Representative Elkins data privacy bill. Representative Elkins data privacy bill.
MN
Minnesota 2025-2026 Regular Session
House Fraud Prevention and State Agency Oversight Policy Committee 5/5/25
Fraud Prevention and State Agency Oversight Policy
Transcript Highlights:
- 23:57.360>
by <00:23:57.520>healthcare claims data submitted by healthcare claims data - the country who have obtained that data the country who have obtained that data mining<00:26:43.200
- that and also your concern about data that and also your concern about data protection<00:34:53.520
- about it doesn't contain an aggregation. about it doesn't contain an aggregation.
- <00:59:06.400>
etc asking about about uh aggregating etc asking about about uh aggregating
CA
California 2025-2026 Regular Session
Assembly Budget Subcommittee No. 4 on Climate Crisis, Resources, Energy, and Transportation Apr 9th, 2025
Transcript Highlights:
- Yeah, general data center, yeah.
- Put that into your public information data as well.
- I think if we don't have anything else, we're ready to move on to issue 4: CPUC data sharing.
- You already have staff who are doing GRCs that take into account these data inputs already.
- They don't even have to go out and get the data; it is being provided to them.
NH
New Hampshire 2025 Regular Session
Senate Executive Departments and Administration (01/15/2025)
Executive Departments and Administration
WA
Washington 2025-2026 Regular Session
Joint Committee on Energy Supply, Energy Conservation, and Energy Resilience Dec 3rd, 2025
Joint Committee on Energy Supply, Energy Conservation, and Energy Resilience
Transcript Highlights:
- centers, you know, what it takes to operate a data center.
- centers or the efficiency. for new large loads such as data centers.
- data centers.
- by data centers, just five.
- CSG-West, Energy and the Grid, had a meeting on data centers on Monday.
Summary:
The Joint Committee on Energy Supply, Energy Conservation, and Energy Resilience opened by electing Senator Shoemake as chair and Representative Alex Ibarra as vice chair. Members then moved into a series of work sessions focused on data centers, transmission, and workforce needs tied to Washington’s clean energy and grid planning challenges.
Kate Bruns and Glenn Blackman presented preliminary findings from the governor’s Data Center work group, created under Executive Order 25-05. They said the group met for six months, received more than 1,000 public comments, and included representatives from agencies, industry, tribes, labor, utilities, environmental groups, and research institutions. The presenters emphasized that data centers are expected to be the largest source of load growth over the next five to ten years, creating concerns about grid capacity, ratepayer impacts, forecasting, water use, backup generation, and compatibility with Washington’s energy and climate laws. They described nine recommendations, including protecting existing energy and climate policy, improving forecasting, seeking more clean power and transmission, and encouraging flexible data center operations. A proposed tax incentive change that would have expanded eligibility while tying the exemption to new clean electricity sources narrowly failed in the work group. Members asked about tribal consultation, cooling technologies, and local benefits from data centers; the presenters said tribal consultation was ongoing and a final report would follow.
Keegan Moyer of West Tech then outlined a regional transmission study showing major strain on the Western grid from load growth, electrification, resiliency needs, and limited transmission capacity. He said the 10-year study identified about 12,000 line miles of needed projects across the West, with roughly $56 billion in estimated costs, including planned projects, reliability upgrades, and new interregional transfer projects. He stressed that many projects are upgrades within existing rights-of-way, but new corridors are still needed, and he previewed recommendations on permitting, equipment procurement, cost allocation, and project sponsorship. In response to questions, he discussed the difficulty of crossing jurisdictional “seams,” the role of federal coordination, landowner compensation, eminent domain as a last resort, and the limited role of public financing beyond a federal GRIP grant.
Stephanie Scott of Commerce presented the transmission workforce study, which focuses on substation technicians, line workers, and line clearance tree trimmers. She said current workforce levels are far below what will be needed under a clean energy expansion scenario, and that active projects are essential because apprenticeship training depends on thousands of hours of hands-on work. She highlighted barriers such as high upfront CDL and pre-apprenticeship costs, the need for wraparound supports, and the importance of expanding access for women, people of color, and tribal communities. Members asked about tribal utility apprenticeship programs, utility-run training pipelines, and whether the study included funding sources; Scott said the report would include an inventory of apprenticeship programs and tribal considerations, but revenue ideas were outside the study scope.
Finally, Brant Johnson of Grid United described the North Plains Connector as a case study in large transmission development. He said the project, a 420-mile, 3,000-megawatt HVDC line connecting Montana and North Dakota, has relied on early stakeholder engagement, route changes, tribal consultation, and coordinated federal and state permitting to reduce risk and shorten timelines. He said the project aims for permits by the end of 2026 and construction beginning in 2028, with an earliest commercial operation date of 2032. In response to questions, he discussed the challenges of crossing regional seams, interconnection queues, land acquisition and compensation, eminent domain, and financing, noting that the project is primarily privately financed with a $700 million federal grant covering a portion of costs.
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Jul 22nd, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- On the next page, research and data.
- This particular slide is essentially aggregating all of the data of the 17 organizations with multiple
- How do I take my data and transfer it to a place where it can Be aggregated and collated with many, many
- other pieces of data.
- We are collecting the data.
ND
North Dakota 2026 1st Special Session
Tax Reform and Relief Advisory Committee Jun 23rd, 2026 at 10:00 am
Tax Reform and Relief Advisory Committee
Transcript Highlights:
- So in aggregate, we have... $33 million of benefit provided to homeowners.
- And we just need to, we need more time to aggregate. Instances going into the next session.
- The data shows that over the past five years, values have increased by an average of 6.35%.
- Looking at that same data in...
- And in March of this year I presented to this committee very similar data.
AZ
Transcript Highlights:
- And that's according to data from the U.S. Trans Survey.
- That is just a fact, data, evidence.
- That is just a fact, data, evidence.
- But yes, you want to talk about data. The data backs that up.
- The data absolutely does say that.
Summary:
The Senate convened with prayer, the Pledge of Allegiance, roll call, and several guest introductions, including recognition of Lutheran Day at the Capitol and the doctor of the day. The chamber also handled routine business such as journal approval, temporary committee substitutions, and multiple motions to move into Committee of the Whole for floor consideration of bills and resolutions.
A series of election, campaign finance, immigration, and public safety measures were taken up. Bills and resolutions discussed included SB 1003 on election canvass certification, SB 1006 and SCR 1002 on campaign finance disclosure thresholds, SB 1037, SB 1040, SB 1057, SB 1060, SB 1141, SB 1168, SB 1237, SB 1289, SCR 1010, SCR 1013, and SCR 1014 on various election administration topics, plus SB 1055 and SB 1152 on immigration enforcement and benefits, SB 1058 on firearm transaction merchant codes, SB 1093 on rioting, SB 1308 on a foreign adversary fraud office appropriation, and SB 1160 on drones in entertainment districts. Most of these measures received do-pass recommendations, several with committee or floor amendments, and some were retained on the calendar.
The most extensive debate centered on social policy bills affecting transgender people and minors, including SCR 1006, SB 1015, and SB 1095. Opponents argued these measures were discriminatory, harmful to trans youth and families, and an improper intrusion into medical and school decisions; supporters framed them as protecting parental rights, privacy, and children from irreversible medical decisions. SB 1049 on spousal maintenance also drew opposition over a proposed four-year cap. Later, the Senate took third-reading votes and passed SB 1049, SB 1053, SB 1415, SB 1015, SB 1095, and SCR 1006, with recorded roll-call tallies generally around 16-11 or 17-10 on the more contentious measures, and the bills were transmitted to the House.
MN
Minnesota 2025 1st Special Session
Press Conference: Senate Republicans Introduce Minnesotans Safety First Plan - 02/25/25
Transcript Highlights:
- It could be aggregate or it could be specific.
- I'd want to make sure that we're not violating any data privacy laws in it.
- or it could be specific I'd aggregate or it could be specific I'd want<00:16:25.800>
to <00:16 - that we're not want to make sure that we're not violating<00:16:27.480>
any <00:16:27.839>data laws <00:16:29.240>in Senator Limmer said that, while they must avoid violating any data
DE
Delaware 2025-2026 Regular Session
House of Representatives Legislative Session - Session 2 - 42nd Legislative Day Jun 30th, 2026
Delaware House Floor Meeting
Transcript Highlights:
- I'll just say I don't think the data supports that on average. Only two out of... Mr.
- Burns, I'll just say I don't think the data supports that.
- Because it does not cover manufacturers or non-data centers. Why? Why? Why? Why? Why?
- So they really cover very different areas of what a data center would be.
- So we, I, I didn't vote for it, but I understand this fear of large data centers.
Summary:
The House convened with quorum, offered prayers and moments of silence for community members who had recently died, and recognized several guests and family members in the chamber. After routine communications and passage of consent calendar 29, the chamber took up a series of measures on the main and colored agendas, with several bills and resolutions passing by voice vote or roll call.
Among the measures approved were House Concurrent Resolution 157, which as amended requested a State Lottery report on options to support traditional lottery retailers; Senate Bill 53 on the Delaware Farm to Community Program; Senate Bill 307 on PSC authority for Lifeline telecommunications carriers; Senate Bill 339 clarifying health directive forms in mental health facilities; Senate Bill 235 on manufactured home community rent increases; Senate Bill 325, as amended, updating fire prevention and volunteer fire/EMS background check rules; Senate Bill 309 on inmate work and discharge of incarceration-related balances; Senate Bill 324 on deadly weapons and constable agency representatives; Senate Bill 293 on youth camp child care licensing; Senate Bill 94 on respiratory care practitioners and ECMO medication delivery; and Senate Substitute 2 for Senate Bill 100, proposing a constitutional amendment protecting the right to marry regardless of race or gender while preserving religious freedom. House Bill 188, changing Delaware primary elections to allow unaffiliated voters to choose a party primary, also passed after debate.
Two measures drew extended discussion and amendments. Senate Bill 233, requiring snow and ice to be removed from vehicles, was tabled once, then later amended and passed after debate over whether the law was workable for truck drivers and other vehicle operators; a proposed truck-related exemption amendment failed. House Substitute 1 for House Bill 404, creating a pilot program for artificial intelligence and extended reality in schools, passed after testimony from the Department of Education emphasizing guardrails, privacy, and educator oversight, alongside concerns from members about data, bias, and long-term effects. Several items were tabled or reconsidered during the session, and the House adjourned after completing the day’s business.
MN
Minnesota 2025 1st Special Session
House Transportation Finance and Policy Committee 4/10/25
Transportation Finance and Policy
Transcript Highlights:
- both uh fuel products and aggregate both uh fuel products and aggregate materials.<00:36:53.680>
- Back to the retail delivery tax on the aggregate materials.
- Chair, that's found on page 61, and the aggregate part is on page 62, or the addition of aggregate materials
- <01:04:02.559>
uh <01:04:02.720>include So rather than just aggregate uh include So - rather than just aggregate uh include asphalt<01:04:03.599>
and <01:04:03.760>I <01:04:
Bills:
HF2438
Keywords:
transportation finance, transportation policy, MnDOT, Minnesota Department of Transportation, Department of Public Safety, Metropolitan Council, highway funding, trunk highway fund, county state-aid highway fund, municipal state-aid street fund, state aid roads, local roads, bridge funding, road construction, transit funding, passenger rail, freight rail, aviation, airport development, safe routes to school
AZ
Transcript Highlights:
- We wanted to be more mindful of telling the story with data.
- We're really great about grand openings and groundbreakings, but we wanted to have the data to support
- National data has shown that... ...exponentially over that same time frame.
- But what's the aggregate investment, Mr. Chair? At the top of my head, I'm looking at it.
- I can have staff double-check the data. Yeah, I think you should.
Summary:
The Committee on Director Nominations met to consider Ruby Dylan Williams for Director of the Arizona Department of Housing. Chair Jay Kaufman opened with remarks about the committee’s role in scrutinizing nominees’ commitment to faithfully executing state law. Williams, who has served in housing roles since 2020 and as interim director since March 2025, described her background in both public service and the private sector and said her priorities would be expanding housing supply, preserving housing stability, and improving technology-driven operations and transparency.
Members questioned Williams extensively about department oversight, fraud prevention, auditor general findings, homelessness policy, budget priorities, and the cost of affordable housing programs. She said the department had strengthened internal controls, added verbal verification steps for wire transfers, increased site inspections and grantee monitoring, and was tracking 68 performance metrics. She also defended the use of LIHTC and other federal housing programs as key public-private tools, said the department was working on a real-time homelessness data system, and explained that if state funding were cut, staffing would likely be reduced before core programs. Several members pressed her on past fraud and audit findings and on whether the department had been sufficiently proactive in preventing them.
Public testimony was overwhelmingly supportive. Developers and industry representatives praised Williams’ experience, her knowledge of housing finance, and her role in streamlining the qualified allocation plan and improving the department’s responsiveness. They argued that her leadership has helped attract investment and increase housing production in Arizona. After debate, the committee voted 3-2 to recommend Williams’ confirmation to the full Senate, with Senators Kavanagh and Shope voting no and Senators Bravo and Ortiz voting yes.
MN
Minnesota 2025-2026 Regular Session
Fraud Committee Meeting - 2025-05-05
Fraud Prevention and State Agency Oversight Policy
Transcript Highlights:
- So, the legislature created a few years ago a data sharing subcommittee.
- Well, protecting the privacy of people's data.
- Also, the part about it not containing an aggregation.
- We do some data analytics with the restrictions I mentioned earlier.
- No, I just think the theme of today is that it's all about the data.
TX
Texas 89th 2nd C.S.
Senate Committee on Health and Human Services Apr 8th, 2026
Health & Human Services
Transcript Highlights:
- And we collect this data and deliver it to the Texas EVV aggregator, where that information, or that
- They’ve laid the foundation for getting providers involved, sharing the data, collecting it at an aggregate
- I don't want to be a data miner. I want to be a data gatherer. I don't want to be a data miner.
- aggregator who is pulling all of these different third-party data sources together for our eligibility
- data aggregator that I mentioned, our EBT card vendor, and our call center eligibility support.
KY
Kentucky 2025 Regular Session
Public Pension Oversight Board (10-21-25)
Transcript Highlights:
- So this is just an aggregation of the data that you saw in August of the And this is a little bit unusual
- So this is just an aggregation of the data that you saw in August of the the board.
- just an aggregation of the data<00:10:58.320>
that <00:10:58.560>you <00:10:58.880> - of the data that you saw in August, the returns for all the pension funds.
- As far as fees are concerned, just a little bit of trend data.
Keywords:
Meeting Start: 00:00
Attendance Roll Call: 01:02
Approval of Minutes: 02:03
Annual Investment Review: 04:10
Adjournment: 37:34, 958, all
Summary:
The committee met with a quorum, approved the prior meeting minutes, welcomed new staff member Sean Parks, and announced that it would not meet in November. The next meeting was scheduled for December 8 at 10:00 a.m., with the chair noting that pension bills would be heard then and emphasizing that all pension bills must go through the full process and include actuarial analysis.
Brad Gross of the Public Pension Oversight Board presented a detailed review of Kentucky retirement systems’ investments and funding. He said fiscal year 2025 ended with about $50.5 billion in pension assets and $12.52 billion in retiree health assets, both up from the prior year. He reported strong investment performance across the systems, with all Kentucky public pension funds exceeding their policy benchmarks and the median peer return of 10.4%. He also discussed long-term return trends, asset allocation differences among the systems, fee levels, and cash flow, noting that cash flow remains a key monitoring issue and that supplemental appropriations have improved the cash position of some funds, especially the Kentucky State Police and TRS systems.
Gross also explained that assumed rates of return have generally fallen over time, which increases unfunded liabilities and required contributions, and said the systems’ current assumptions range from 5.25% to 7.1%. He noted that the committee’s materials included peer comparisons and historical charts, and that all asset classes were within target ranges. In response to a question from Senator Funky From, Gross was asked about pension spiking and whether supplemental general fund contributions could create a false sense of security in cash flow analysis; the question was raised but not resolved in the portion of the transcript provided.
NM
New Mexico 2025 Regular Session
IC - Economic and Rural Development Sep 4th, 2025
Economic & Rural Development & Policy Committee
Transcript Highlights:
- generated will be consumed by data centers.
- I'm just going to share a few pieces of data.
- The graphic on the right is showing data from the U.S.
- Acting Secretary Adams, in the data that is, are we utilizing geo-tracking data when it comes to tourism
- So, it's aggregated all locally within our community.
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