Cal Smart navigation and common reporting errors: tips from CTC training CTC’s hands‑on demo showed how to export prior project lists, link or unlink projects, split receipts for reconciliation, and avoid common entry mistakes that cause mismatched totals in Cal Smart.

Alicia Socorra from the California Transportation Commission revealed essential tips to navigate RMRA reporting and avoid costly reconciliation errors during a live Cal Smart demo.

Learn more here

#CA #CitizenPortal #DataAccuracy #PublicSafety

Invoice errors disrupt cash flow & vendor relations. Embrace AI/automation for accuracy. ParserData prioritizes structured, reliable financial processes. #InvoiceAutomation #FinanceOps #AI #DataAccuracy https://parserdata.com

#DataAccuracy #DataProtection

Manual invoice processing costs time & money. Automation boosts efficiency & reduces errors. Finance teams & founders benefit from accurate data for decisions. Scalability & resilience follow. Learn more: https://parserdata.com #InvoiceAutomation #FinanceOps #DataAccuracy #OCR

FreeWheel warns IP-based ad targeting can miss 87% of households IP addresses match postal records just 13% of the time, according to a CIMM study. FreeWheel explains why deterministic data - not raw IPs - is key to CTV targeting accuracy.

ICYMI: FreeWheel warns IP-based ad targeting can miss 87% of households #AdTech #DigitalMarketing #CTV #DataAccuracy #IPBasedTargeting

FreeWheel warns IP-based ad targeting can miss 87% of households IP addresses match postal records just 13% of the time, according to a CIMM study. FreeWheel explains why deterministic data - not raw IPs - is key to CTV targeting accuracy.

ICYMI: FreeWheel warns IP-based ad targeting can miss 87% of households #AdTech #DigitalMarketing #CTV #DataAccuracy #IPBasedTargeting

State audit finds OMES relying on flawed inventory and leaving office space underused; LOFT urges stronger oversight A LOFT evaluation found Office of Management and Enterprise Services (OMES) relies on agency‑reported, error‑prone data and does not exercise its full statutory authority; LOFT estimates millions in potential savings by better using state‑owned office space and recommends standardizing space allocation and verification.

A recent audit reveals that Oklahoma's OMES is sitting on over 2 million square feet of underused office space, potentially wasting millions in taxpayer dollars due to flawed data and lack of oversight.

Get the details!

#OK #ResourceUtilization #CitizenPortal #DataAccuracy #GovernmentOversight

Education certification office reports 21,400 credentials cleared since Jan.; clarifies deadlines and stipend coding Department of Education staff reported approximately 1,900 applications processed in November and about 21,400 credentials cleared since Jan. 1; officials clarified Oct. 1 certification and Oct. 30 stipend-snapshot deadlines and warned that mislabeling 'clear credential' entries can make candidates ineligible for stipends.

The Department of Education has cleared a staggering 21,400 credentials since January, but mislabeling your application could cost you crucial stipend eligibility!

Click to read more!

#LA #CitizenPortal #LouisianaEducation #DataAccuracy #StipendEligibility #CredentialingProcess

Inaccurate asset data isn’t just an IT problem. It affects budgeting, planning, and risk decisions at the top. Clear data supports confident leadership. Blurry data only creates false certainty.

#Leadership #DataAccuracy #ITStrategy

Researcher reports low false‑positive rates for duct‑tape fracture matches, but manipulation raises false negatives At a symposium, Dr. Tatiana Trejos presented a laboratory study of duct‑tape fracture matches showing very low false‑positive rates in controlled samples and about 98% true‑positive performance, but she reported false‑negative rates can rise to roughly 64% after extreme physical manipulation; she called for interlaboratory collaboration to validate scoring thresholds.

Dr. Tatiana Trejos revealed groundbreaking results showing that while duct-tape fracture matches boast a low false-positive rate, extreme manipulation can skyrocket false negatives to 64%.

Learn more here!

#US #CitizenPortal #DataAccuracy #WestVirginiaForensics #ForensicScience

Attribution is broken in 2026. Cookies are dead, journeys are fragmented, and platforms grade themselves. Nautics Technologies OU explains why traditional attribution fails and what works better now.

👉 https://tinyurl.com/5e88jjte

#MarketingAttribution #DataAccuracy #NauticsOU

ECMC deadlines and data-entry guidance for Form 6/6B abandonment reporting ECMC staff reminded operators that Form 6B (wells designated out of service in 2025) is due March 31, and provided guidance on the Form 6 zones tab: list every completed formation individually, do not commingle formations, and leave date-abandoned blank for formations not previously abandoned.

Operators, mark your calendars! The deadline for submitting Form 6B for wells out of service in 2025 is March 31—get the details to avoid costly mistakes!

Learn more here

#CO #CitizenPortal #EnvironmentalSafety #DataAccuracy

Legislative audit finds implementation gaps, staffing shortfalls at Alaska's Office of Children's Services OCS leaders told the House Health and Social Services Committee they have implemented many HB151 requirements but continue to face high turnover, data-system limits, vacancy discrepancies and unresolved audit recommendations; the legislative auditor explained how reallocated budget authority (including a $10 million cyber encumbrance) affected reporting.

Alaska's Office of Children's Services is struggling with staffing shortages and outdated systems, putting the implementation of vital child welfare reforms at risk.

Learn more here!

#AK #WorkforceChallenges #AlaskaChildrenServices #CitizenPortal #DataAccuracy #ChildWelfareReform

The internet changes fast. In fact, IP behavior shifts daily across mobile, cloud, and privacy networks.

This myth explores why update frequency matters and how freshness shapes IP data accuracy.

#IPData #DataAccuracy #ProbeNet

Secretary of State tells committee SAVE checks flagged 42 possible non‑citizen voters; initial mailings were far larger Secretary Hargett said SAVE database matches initially produced a large notification list but after follow‑up the department identified 42 potential non‑citizen voting cases that were referred to the FBI for investigation; committee members questioned the scope of initial mailings and the confirmatory process.

Tennessee's Secretary of State revealed that a sweeping review process identified 42 potential non-citizen voters, sparking concerns over the impact of mass mailings on public trust.

Learn more here

#TN #CivicAccountability #CitizenPortal #DataAccuracy #ElectionSecurity #TennesseeVoterIntegrity

FDA researchers present pilot LLM tools to speed regulatory review; internal tests show promising accuracy At an FDA Grand Rounds, Dr. Hsu of NCTR outlined four pilot applications of large language models for regulatory review — literature screening, an Ask‑FDA documents chatbot, labeling AE detection, and duplicate AE identification — reporting internal benchmarks that suggest notable efficiency gains.

Dr. Hsu reveals how cutting-edge AI tools could revolutionize FDA regulatory reviews, boosting efficiency and accuracy in life-saving assessments.

Learn more here!

#US #CitizenPortal #DataAccuracy #NCTRRegulatoryReview #AIInnovation #HealthSafety

Ginnie Mae introduces liquidation‑event reporting; testing begins and mandatory rule expected in Q2 Ginnie Mae told issuers it will require real‑time liquidation event reporting (LER) via a new L record per APM 25‑7; issuer testing is ongoing, reporting may begin Feb. 3 after successful testing, testing closes Feb. 26, and the agency aims to make LER mandatory in the second quarter.

Ginnie Mae is rolling out a new liquidation-event reporting system that could revolutionize how issuers manage MBS data, with mandatory compliance on the horizon!

Click to read more!

#US #GinnieMaeLiquidation #CitizenPortal #DataAccuracy #FinancialTransparency #RealTimeReporting

AOT tells Senate panel it is improving garage heating and tracking but data gaps persist Agency of Transportation officials told the Senate Transportation Committee on Feb. 5 that they are meeting a biannual thermal-energy reporting requirement to BGS while grappling with manual data processes, miscategorized diesel entries and a phased conversion of garage heating to heat pumps, wood-gasifier boilers and pellets.

Vermont's Agency of Transportation is tackling complex data challenges while overhauling heating systems, but are they doing enough to meet sustainability goals?

Learn more here

#VT #CitizenPortal #DataAccuracy #EnergyEfficiency #VermontTransportation #RenewableEnergy

Global Population Data Experts Refute Claims of Systematic Rural Underrepresentation An international team including WorldPop researchers refutes claims of systematic rural underrepresentation in global datasets, proving that high-resolution geospatial mapping remains a robust and…

Not missing - just misplaced! 📢 International research team including WorldPop refute claims that 50% of rural populations are missing from maps. Data remains robust! 🗺️

Learn more: www.worldpop.org/blog/global-...

#Geospatial #DataAccuracy
@sotongeogenviron.bsky.social @uosmedia.bsky.social

Stop manually moving data! Use app-to-app automation like Zapier.com to instantly send form submissions (Typeform, Jotform, Google Forms, etc.) to tools like ClickUp. This improves data accuracy, eliminates busywork, and boosts productivity.

#WorkflowAutomation #DataAccuracy #ITSolutions #ClickUp

FEMs team identifies KBDI calculation bug; code fix planned for early-year release FEMs developers confirmed a known KBDI calculation issue tied in part to historical POR gap-filling; they said a code correction has been identified and is targeted for a late-January/early-February release, with DRI updates to historical presets to address anomalous annual-precipitation values.

The FEMs team has pinpointed a bug in KBDI calculations and is set to roll out a crucial fix by early February, promising to enhance drought monitoring accuracy!

Get the details!

#US #EnvironmentalResilience #EastDrought #DataAccuracy #CitizenPortal #FireSafety

FEMs team outlines December 3.5 release; users report missing hourly precipitation and fire‑danger recalculation gaps Developers said a December "3.5" FEMs release will import cleaned datasets (02/2024 and part of 2025), add filters and admin catalog editing, and introduce an automated recalculation. Attendees reported hourly precipitation values returning zeros in live data links and noted that backfilled weather inputs currently do not trigger recalculation, producing temporary disparities with Fire Family Plus.

The FEMs team is gearing up for a game-changing December release that promises to tackle critical data gaps and enhance operational accuracy for fire-danger assessments.

Get the details!

#US #CaliforniaFireSafety #OperationalReadiness #WeatherAnalysis #DataAccuracy #CitizenPortal

NIFC update: FEMS 3.5.2 to add mesonets, automated gap‑filling; user edits restricted At a National Interagency Fire Center meeting, staff outlined the FEMS 3.5.2 release that will add mesonet stations and a new period-of-record (through Oct. 31, 2025), describe an automated 1–3 day QC/gap‑fill cadence using DRI data, and said users will not have editorial rights to edit input data.

Exciting changes are coming to the Fire and Emergency Management System with the FEMS 3.5.2 update, featuring new mesonet stations and an automated data correction process to enhance fire-danger assessments!

Click to read more!

#US #EmergencyManagement #NationalInteragencyFireCenter #DataAccuracy

Agency of Education: preliminary district budgets show smaller sample increase than December 1 projection Agency of Education staff told the Ways & Means Committee that 29 of 119 district budgets received to date suggest a 3.5% education-spending increase in the sample, below the December 1 projection of 5.8%; staff cautioned the sample is small and figures may change as more budgets arrive.

Preliminary data reveals a surprising dip in projected education spending growth, raising questions about the future of school budgets in Vermont.

Read the full story

#VT #BudgetTransparency #VermontEducation #EducationFunding #DataAccuracy #CitizenPortal

Panelists tell senators interoperable school maps would speed emergency response but vendors, districts ask for stakeholder input SB 6,042 would require safe school plans to include interoperable digital maps for first responders and exempt mapping data from public disclosure; school boards, law‑enforcement and mapping vendors told the committee that standards, accuracy and integration matter, and some asked for stakeholder‑driven technical refinements.

New legislation could revolutionize school safety by requiring detailed digital maps for first responders, ensuring quicker emergency responses and better coordination during crises.

Read the full story

#WA #EmergencyResponse #PublicSafety #DataAccuracy #CitizenPortal

A major concern is the fairness of comparing Tesla's crash data. Differences in reporting criteria and an inherently small sample size for Robotaxis make direct comparisons with human drivers statistically unreliable. #DataAccuracy 2/6

Population numbers are often estimates with significant error margins. The term "inaccurate" or "unreliable" might better describe data issues than "fake," though deliberate falsification does occur for specific gains. #DataAccuracy 2/7

Delete Entire Blank Rows in Excel

#Excel #ExcelTips #ExcelHelp #DataCleaning #MicrosoftExcel
#AdvancedExcel #ExcelBestPractices #DataAccuracy #DataIntegrity
#BusinessAnalytics #DataProcessing #ReportingTools

For most IP data providers, free usually means “not for production.”

But IPinfo Lite doesn’t follow the usual playbook.

ipinfo.io/lite

#IPData #DevTools #DataAccuracy

Scalability of AI-formula in a spreadsheet: A process that works for 50 items works identically for 50,000. AI-powered automation scales effortlessly, a critical advantage for growing businesses. #Scalability #Growth #DataAccuracy #Quality #AugmentedIntelligence #HumanAI
matasoft.hr/QTrendContro...