Video & Transcript Research : 'data analysis'
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TX
Bills:
HB 35, HB 138, HB 754, HB 1314, HB 1612, HB 2254, HB 2510, HB 2789, HB 3560, HB 3597, HB 4224, HB 4273, HB 4643, HB 4783
Keywords:
peer support, first responders, mental health, confidentiality, emergency services, health impact analysis, cost analysis, coverage mandates, health insurance, legislative analysis, health care data, healthcare, price estimates, billing requirements, consumer protection, nonemergency services, assisted living, licensing, criminal offense, personal assistance
MN
Minnesota 2025-2026 Regular Session
House Workforce, Labor, and Economic Development Finance and Policy Committee 4/10/25
Workforce, Labor, and Economic Development Finance and Policy
Bills:
HF2440
MN
Minnesota 2025 1st Special Session
House Workforce, Labor, and Economic Development Finance and Policy Committee 4/9/25
Workforce, Labor, and Economic Development Finance and Policy
Transcript Highlights:
- Ashley Yang from the House Fiscal Analysis Department.
- 00:02:25.599>
the <00:02:25.680>House <00:02:25.920>Fiscal <00:02:26.319>Analysis - Ang from the House Fiscal Analysis Ang from the House Fiscal Analysis Department.<00:02:27.840><
Bills:
HF2440
MN
HI
Transcript Highlights:
- requires the Civil Rights Commission to compile an annual report and hold an annual public hearing on data
- bill and request in the committee report full-time positions, two civil rights investigators, one data
- legislature and posted on HCRC's website and specify that these reports use aggregated anonymized data
- civil rights positions, two civil rights investigators,<00:36:40.079>
one <00:36:40.240>data - analyst, and one investigators, one data analyst, and one program<00:36:41.599>
manager.
Keywords:
civil rights, helpline, investigator, data analysis, Aloha United Way, reporting, confidentiality, community support, mandatory retirement, Hawaii Constitution, judiciary, justices, judges, 912, senate, all
Summary:
The Judiciary Committee heard SB 2055, which would create a Civil Rights Commission helpline for reports of harms from federal deployments in Hawaii and require annual reporting and a public hearing. The Hawaii Civil Rights Commission supported the concept but said the bill should be broadened to cover civil rights and human rights violations more generally, and recommended using existing 211/Aloha United Way infrastructure. Testimony was largely in support, with a few opponents. Members focused on whether the proposed line was really a 24-hour legal hotline or a reporting/referral mechanism, what jurisdiction the commission would have over federal employees, and the estimated costs. The committee chair indicated the bill would move forward with amendments, including adopting HCRC recommendations and adding appropriations for Aloha United Way, database/website development, and staffing.
The committee then heard SB 2152, a proposed constitutional amendment to raise the mandatory retirement age for state judges and justices from 70 to 75. Judge Robert D.S. Kim, the Office of the Public Defender, Earthjustice, Community Alliance on Prisons, the State of Hawaii Organization of Police Officers, United Public Workers, the League of Women Voters, ILWU Local 142, CARES, and others testified in support, arguing that experienced judges improve stability, reduce vacancies, and preserve institutional knowledge. Opponents or skeptical comments were limited, but one member questioned whether the measure was just a temporary fix rather than a broader solution to judicial succession and mentoring.
Members also asked about existing retention and fitness safeguards, including Judicial Selection Commission retention hearings and the Commission on Judicial Conduct’s ability to investigate complaints about a judge’s physical or mental ability to serve. The discussion noted that the measure would still leave those processes in place. No final vote on SB 2152 was taken in the portion provided, but the committee appeared to be moving toward decision-making after questions concluded.
TX
Transcript Highlights:
- Now that we have had this data, data is the key, is what, if you have the data.
- It's data. It's just data.
- Roth, talked about data. We're in a data world. All businesses...
- It's just taking analysis of data and determining what's going on. It's cost data, Representative.
- And again, if y'all got more data, do you want to submit data that you're being paid?
Keywords:
health impact analysis, cost analysis, coverage mandates, health insurance, legislative analysis, health care data, education, funding, classroom resources, teacher support, student outcomes, health benefits, provider dentists, payment reimbursement, insurance code, noncontracting, dental care, reimbursement, health benefit plans, noncontracting providers
TX
Transcript Highlights:
- to have that data. Again, we heard this morning, which I agree, it's about data.
- , they can inform the legislature. that the data is not out there.
- We don't have any long-term data on does that cost offset the benefit.
- What you're saying is, if the professionals that analyze data and look at that data, can't make a decision
- This other data that you're talking about giving them are you saying that the data they have would be
Keywords:
health impact analysis, cost analysis, coverage mandates, health insurance, legislative analysis, health care data, education, funding, classroom resources, teacher support, student outcomes, health benefits, provider dentists, payment reimbursement, insurance code, noncontracting, dental care, reimbursement, health benefit plans, noncontracting providers
AL
Alabama 2026 1st Special Session
Alabama House Urban and Rural Development Committee Mar 11th, 2026
Urban and Rural Development
Transcript Highlights:
- the way we comprehend and gauge, you know, do stuff, you know, one of those, you know, give me your data
- the way we comprehend and gauge, you know, do stuff, you know, one of those, you know, give me your data
TX
Transcript Highlights:
- Again, it would be looking at numerous data points.
- The term "analysis" is not defined in...
- How do we know what analysis is required by the statute to yield a 0.08 blood alcohol content?
- I just need an analysis—blow on the phone, blow on a piece of paper.
- There were some questions asked earlier about the type analysis.
Bills:
HB 1194, HB 1221, HB1738, HB1913, HB2177, HB2178, HB2180, HB2229, HB2282, HB2448, HB2492, HB2777, HB2984, HB3357, HB3553, HB3602
Keywords:
emergency protection order, protective order, magistrate, criminal procedure, victim safety, family violence, domestic violence, stalking, assault, magistrate's order, temporary protection, court order duration, defendant restrictions, Article 17.292, Texas Code of Criminal Procedure, emergency restraining order, victim protection, firearm restriction, pretrial intervention, reimbursement fee
MN
Minnesota 2025 1st Special Session
House Workforce, Labor, and Economic Development Finance and Policy Committee 3/27/25
Workforce, Labor, and Economic Development Finance and Policy
Transcript Highlights:
- to a Department of report data to a Department of Employment<00:04:59.720>
an <00:04:59.919>- data without protections?
- data without protections?
- data without protections?
- data without protections?
Keywords:
teacher apprenticeship, registered apprenticeship, teacher licensure, teacher shortage, workforce development, education finance, K-12 education, higher education, Professional Educator Licensing and Standards Board, PELSB, Tier 3 license, teacher preparation, mentor teacher, school district, cooperative unit, teacher pipeline, alternative licensure, apprenticeship program, labor and industry, union representation
AL
Keywords:
food enrichment, corn masa, health regulations, nutritional standards, folic acid, respiratory therapy, interstate compact, public health, licensure, workforce mobility, military families, adverse actions, streamlined practice, traffic offenses, blood testing, law enforcement, chemical analysis, DUI, 1136, house
AZ
Transcript Highlights:
- either an increase or decrease greater than $100 million, then it just requires the governor to do an analysis
- It just requires the governor to do an analysis, evaluate whether the governor thinks we need to have
- Tax cuts for the rich won't make utilities more affordable, but preventing large energy users like data
- To that point, I mean, this is factual data on the adopted general fund expenditures, so there is no
- ability to access... what term you want to use about the city's growth in revenue but from the league data
Keywords:
judicial foreclosure, tax lien, redemption rights, excess proceeds, property auction, income tax, federal tax conformity, revenue analysis, legislative session, tax reporting, municipal fees, county fees, utility rates, moratorium, tax classification, local government, inflation, economic stability, tax increases, cost-of-living protection
Summary:
The committee first heard House Bill 2780, a technical cleanup measure related to Arizona’s judicial tax lien foreclosure and excess proceeds process. The sponsor and a witness said the bill clarifies when a court should order a public sale, standardizes distribution of sale proceeds, and corrects inconsistencies left from prior reforms. No opposition was raised, and the committee approved HB 2780 unanimously on a 9-0 do pass vote.
The committee then took up House Bill 4029, which would require the Governor’s Office of Strategic Planning and Budgeting and the Joint Legislative Budget Committee to evaluate the revenue impact of federal tax conformity changes earlier in the process, and would require the Department of Revenue to issue tax forms consistent with statute. An amendment was adopted to have OSPB and JLBC each make the evaluation and to require a governor’s report if the impact is $100 million or more, along with new reporting deadlines for DOR. Supporters argued the bill would force earlier action on conformity and prevent tax forms from diverging from statute; opponents said it added bureaucracy and could delay filing. The committee approved HB 4029 as amended by a 5-4 vote.
The committee also heard House Bill 4030 and the related HCR 2052, both aimed at limiting local tax and fee increases. HB 4030 would bar municipalities and counties from adopting, imposing, or collecting increased fees, transaction privilege taxes, and utility rates from July 1, 2026, through June 30, 2030. The sponsor said the measure was intended to protect taxpayers from inflation and rising local costs. Cities, counties, and utility representatives opposed the bills, warning they would hinder infrastructure financing, water and wastewater projects, road improvements, and public safety services, and could force general fund subsidies or delayed maintenance. Supporters argued local governments have seen substantial revenue growth and should be restrained from further increases. The committee did not reach a final vote on HB 4030 or HCR 2052 in the portion provided.
KY
Kentucky 2026 Regular Session
Education Assessment & Accountability Review Subcommittee. (7-1-26)
Transcript Highlights:
- you know, we rely on longitudinal data you know, we rely on longitudinal data as<00:18:07.360>
break in that longitudinal data, break in that longitudinal data, especially<00:18:53.800>- ,
if - <00:59:28.160>
for some uh return on investment data for some uh return on investment data - data in Kentucky schools.
- was analysis of student discipline data was analysis of student discipline data in<01:31:07.720>
Keywords:
0:00:03 - Call to Order and Roll Call
0:00:43 - Approval of October 14, 2025 and November 4, 2025 Minutes
0:01:15 - Acceptance of Office of Education Accountability Report: Analysis Of Student Discipline Data in Kentucky Schools
0:02:10 - Implementation Update on 26 RS HB 257
0:49:38 - Career and Technical Education in the Assessment and Accountability System
1:13:50 - Office of Education Accountability Annual Report
1:47:27 – Adjournment, 958, all
Summary:
The Education Assessment & Accountability Review Subcommittee approved the minutes from its October 14 and November 4 meetings and also approved the Office of Education Accountability report analyzing student discipline data in Kentucky schools. The main presentation came from KDE Commissioner Dr. Robby Fletcher on implementation of House Bill 257, which he said has two major parts: selection of a statewide college entrance exam through a new procurement process, and development of locally designed indicators of quality for accountability.
On the college exam, Fletcher explained that the state had to reopen procurement after Senate Bill 197, with the RFP released May 21, vendor questions handled through the Finance and Administration Cabinet, proposals due June 22, and scoring and review expected in July and August, with a vendor decision not likely until October. He emphasized that the exam is a norm-referenced college-readiness measure, not a test of Kentucky academic standards, which are assessed by the KSA. Members asked about the science requirement in statute, the possibility of multiple vendors or district choice, and whether the CLT could participate; Fletcher said vendors must address science in the RFP, multiple vendors could be possible, and any vendor could submit a proposal if it meets the rubric. He also noted that ACT and SAT differ in structure, that either can meet college-readiness benchmarks, and that there were no major complaints about the SAT during its first year of use.
The second major topic was the locally developed indicators of quality under House Bill 257. Fletcher said these are intended to let districts measure themselves against their own goals rather than compare districts statewide, while still aligning with Kentucky standards. He described examples such as achievement, growth, student well-being, safety, fiscal responsibility, civics, internships, apprenticeships, project-based learning, and defenses of learning. He said districts may use local assessments such as MAP, STAR, and I-Ready alongside state data, and that local models should be developed with families, community members, and workforce partners. He added that KDE is providing technical assistance, has applied for a federal CGSA grant, and will use a one-time $15,000 cost offset for districts implementing local accountability models, with a superintendent webcast planned for August.
KY
Kentucky 2025 Regular Session
Interim Joint Committee on Appropriations and Revenue (7-15-25)
Keywords:
KY LRC YouTube, https://www.youtube.com/watch?v=0JpX-EdqnQ0, 2026-07-05T06:58:16+00:00, 2.2.24, Data collected via generic collector engine, Meeting start 00:00:00
History and Trends of General Fund Appropriations 00:02:15
Disaster Response Funding Provisions 00:15:45
A Report from The Office of Economic Analysis 00:35:40
Updates from the Council on Postsecondary Education 01:03:55
Budget Allotment Modifications 01:24:12, 958, all, 2.2.43, 2.1.47
MN
Minnesota 2025-2026 Regular Session
House Higher Education Finance and Policy Committee 3/17/26
Higher Education Finance and Policy
Transcript Highlights:
- Has anybody done the net analysis of what that looks like?"
- Has anybody done the net analysis of what that looks like?"
- Has anybody done the net analysis of what that looks like?" "Mr.
- Has anybody done the net analysis of what that looks like?" "Mr.
- net analysis of what that looks like? net analysis of what that looks like?
Bills:
HF4266
Keywords:
higher education, state grants, financial aid, college affordability, Office of Higher Education, Minnesota State Grant, need analysis, expected family contribution, student aid, grant formula, living and miscellaneous expense allowance, dependent student, independent student, parental contribution, student contribution, surplus appropriation, biennium, summer 2026, 1183, house
AZ
Keywords:
optometrists, eye exams, eyeglass prescriptions, healthcare, vision care, behavior analysis, licensing, psychologist examiners, state regulations, committee authority, mental health, court-ordered treatment, outpatient treatment, audiovisual technology, secure facilities, evaluations, guardian powers, patient rights, assisted living, occupants
Summary:
The House Committee on Health and Human Services heard and advanced four Senate bills. SB 1242 would allow courts to conduct mental health evaluation and treatment hearings, or specified testimony in those hearings, virtually by telephone or video if the court finds no unfair prejudice; a speaker said it would codify existing practice and help avoid dismissals caused by technical issues. SB 1145 would transfer licensure and regulation of behavior analysts from the Arizona Board of Psychologist Examiners to the existing Behavior Analyst Committee, with supporters saying it would improve efficiency and eliminate unnecessary board ratification delays. Both bills received due pass recommendations on 11-0 votes, with one member absent.
The committee also considered SB 1247, an emergency measure allowing a person who does not receive care services to live with a resident in an assisted living center or home if the facility permits it. Supporters said the bill would clarify a recent statutory interpretation and preserve longstanding arrangements, such as spouses or other companions living together; one member raised concerns about the bill’s broad wording and potential fraud or safety issues, while another noted facilities could still impose background checks or other conditions. SB 1247 passed with a 10-0 recommendation, with one member voting present and one absent.
Finally, SB 1023 would set standards for optometrists’ eye examinations, including a recommended one-year exam interval and authority to extend eyeglass prescription validity up to two years depending on patient factors. The Arizona Optometric Association supported the bill as codifying best practices, and one member said a constituent from the blind community had helped bring the issue forward. The committee gave SB 1023 a due pass recommendation on an 11-0 vote, then adjourned.
HI
Transcript Highlights:
- the data collection. the data collection.
- Appropriates funds to establish two full-time equivalent positions to collect data and conduct data analysis
- >> I do. >> Yes. >> Sir, data. Data. It's all about data. Absolutely. >> How fast?
- Right, without the data you can't get a real good analysis. >> And with AI I'm not exactly sure the data
- [snorts] >> Sir, >> data. >> data. >> data. >> Data. >> Data.
Keywords:
veterinary medicine, prescription, consumer rights, transparency, pet medication, sustainable agriculture, climate adaptation, food system resilience, grant program, Hawaii agriculture, agriculture, clean plant program, disease-free plants, plant propagation, small farms, midsize farms, sustainable farming, Hawaii, data analysis, market study
Summary:
The committee heard several agriculture-related bills. SB 874 on veterinary medicine would require veterinarians, upon a client’s request, to provide a written prescription for an animal patient in an existing veterinary client-patient relationship, allow Hawaii-licensed pharmacies to dispense those prescriptions, and authorize the Veterinary Medicine Board to set penalties. Testimony was overwhelmingly supportive, with supporters citing lower costs and consumer choice; the Hawaii Veterinary Medical Association said veterinarians already should be doing this and supported the bill if amended. One testifier in opposition argued the bill needed a conspicuous notice requirement so pet owners know they can request prescriptions. Committee members and the Department of Agriculture said they were not aware of widespread problems, and discussion focused on whether the measure was already consistent with current practice and whether amendments would address remaining concerns.
The committee also heard SB 2097, which would create a climate-resilient food systems grant program in the Department of Agriculture and Biosecurity and appropriate funds. The department, Hawaii Farm Bureau, Hawaii Farmers Union, Hawaii Cattlemen’s Council, and others supported the bill, saying it could help farmers and ranchers invest in resilience, infrastructure, and technology. Several testifiers asked for clearer definitions, especially for terms like “food hubs” and “resilience hubs,” and suggested adding technical assistance and clearer eligibility criteria. The department explained the program was intended for shovel-ready projects in the middle of the supply chain, with a focus on farmers in a certain revenue range, and said it was modeled on a USDA program.
SB 2098 would establish a clean plant program to produce and distribute disease-free plant material to growers, nurseries, and other producers. Testimony was supportive, emphasizing biosecurity, nursery industry needs, and preventing invasive species and crop disease. The department described the program as using tested clean stock, tissue culture facilities, and data collection to support future planting decisions, and estimated a two-year ramp-up. Members questioned whether the program duplicated existing work at CTR/other partners and whether data collection should be centralized, but the department said the effort would build on existing varieties and partnerships rather than overlap them.
Finally, SB 2126 would create a conventional farming grant program for small and midsize conventional farmers. Supporters from the department, Hawaii Farm Bureau, and Hawaii Cattlemen’s Council said conventional agriculture deserves support and that the bill would help increase food production. Opposition and comments focused on the bill’s exclusion of organic farmers; one farmer said the measure was unfair unless amended to include organic producers, while a Farmers Union witness said the bill was too vague about the grant’s purpose and should be clearer about its goals. In response to questions, the department said the exclusion of organic farming was not intentional and that the bill was meant to support all agriculture, though no vote or final action was taken in the excerpt provided.
MN
Keywords:
economic development, small business, workforce training, grants, entrepreneurship, equity, community support, labor market, employment, funding, data analysis, climate finance, energy finance, renewable development account, RDA, weatherization, preweatherization, low-income housing, energy efficiency, clean energy
HI
Transcript Highlights:
- They need to start with the data and information that would help them get a grasp of how important the
- any discussions going forward would have to be something that we all agree that the facts and the data
- They need to start<00:57:25.599>
with <00:57:26.000>the <00:57:26.319>data <00:57 - :26.640>
and <00:57:27.200>information <00:57:27.599>that start with the data and - needs that that baseline data. needs that that baseline data.
Keywords:
agricultural loans, financial support, Hawaii agriculture, food security, revolving fund, agriculture, insurance, small producers, state support, biosecurity, farm coverage, public-private partnerships, agricultural policy, agricultural statistics, data collection, Department of Agriculture and Biosecurity, economic analysis, market development, grant funding, climate resiliency
Summary:
The committee heard testimony on several agriculture-related measures, beginning with SB 2309, which would require the agricultural loan division to sell portions of its loan portfolio and use the proceeds to expand the agriculture loan revolving fund. The Department of Agriculture and Biosecurity and the Hawaii Farm Bureau supported the bill, along with several other organizations and individuals. A committee question focused on the risk of not finding a qualified buyer for the loan portfolio; DAB said a mandatory sale of the full amount could force a less favorable rate, while flexibility to sell different amounts could produce a more equitable return. The measure drew eight supporters and no opposition.
The committee then took up SB 2317, which directs DAB to study insurance coverage for small producers and report back to the Legislature. DAB and multiple farm groups supported the bill. In response to a question about cost, DAB estimated about $250,000 would be needed, with the study likely covering crop, health, and liability insurance. The next measure, SB 2318, would establish an agriculture statistics program in statute. DAB said it strongly supported the bill and could ramp up quickly if positions were provided; the committee discussed whether a first report could be completed by year’s end if the bill became law midyear, and DAB said yes. SB 2319, which would fund and make permanent a full-time grant writer position at DAB, also drew strong support from DAB, the Hawaii Farm Bureau, Ulupono Initiative, the Hawaii Cattlemen’s Council, the local food coalition, and others, with testifiers emphasizing the position’s return on investment and success in bringing in federal funds.
The committee also heard SB 2321, establishing a two-year pilot program to respond to the twoline spittlebug. DAB, ranching groups, and many others supported the bill, citing the pest’s spread and the need to act before it becomes unmanageable. A DAB pest control manager said he would need to research past response details and provide them later. Members emphasized the importance of early intervention. For SB 2323, which creates a farmland transition commission to study barriers to farmland access and recommend solutions, DAB offered comments and support for the intent, while farm groups generally supported the concept but raised concerns about the proposed age range and whether a separate commission was necessary. DAB said the Board of Agriculture likely would not have the capacity to perform the commission’s duties and estimated there would be costs to establish it, though no figure was available at the hearing.
Finally, the committee heard SB 2332, which reestablishes the agriculture and food security special fund, creates a carbon emissions tax and dividend fund, gradually raises carbon-related tax rates, and provides a refundable carbon cashback credit. DAB supported the measure and deferred to Taxation on details; the Department of Taxation said it would stand on its comments, and the Attorney General’s office offered comments and recommendations. Carbon Cashback Hawaii and the County of Hawaii Department of Research and Development supported the bill, arguing it would reduce emissions, protect lower-income households, and be relatively simple to administer.
LA
Keywords:
child exploitation, online reporting, platforms, cyber crime, PROTECT Act, excavation, demolition, infrastructure repair, BEAD Program, utility damage, construction coordination, contact point, emergency services, telephone charge, wireless service, reporting requirements, communications district, wireless communication, school safety, community permits