#DataStandardization
We're celebrating #OpenAccessWeek2025 🥳 Our projects are created by scientists for scientists. We support community-led infrastructure & #DataStandardization. Let’s leave the beaten track and break new ground together 🔗 https://tinyurl.com/5udkft9b
#OAweek2025 #OpenScience #FAIRdata #STRENDA #MIRAGE
October 24, 2025 at 1:02 PM
A groundbreaking national initiative is transforming veterinary care by harnessing data to improve antibiotic prescribing for our beloved pets.

Learn more here!

#US #CitizenPortal #AnimalHealth #MinnesotaVeterinary #DataStandardization #AntimicrobialStewardship
University of Minnesota outlines national companion-animal antibiotic surveillance effort (CAVSSNET)
Dr. Jennifer Granick presented CAVSSNET, a University of Minnesota-led dataset aggregating ~1,200 U.S. veterinary clinics across 28 EHR systems using OMOP and standard vocabularies to measure antibiotic prescribing in dogs and cats and identify stewardship opportunities.
citizenportal.ai
September 25, 2026 at 2:40 PM
Don’t settle for messy data. (Un)Perplexed Spready lets you automate complex transformations—preparing your workload for deeper insights. Explore AI-driven spreadsheets: matasoft.hr/qtrendcontro... #DataWorkflows #AIDriven #DataStandardization #AISolutions #AI #Spreadsheets #LLM #BI #DataAnalytics
August 8, 2025 at 12:02 PM
California's coastal monitoring reveals significant gaps and inconsistencies, raising urgent calls for standardized reporting and improved data coordination.

Learn more here!

#CA #ClimatePressures #CitizenPortal #DataStandardization #OceanHealth
Inventory of ocean monitoring shows uneven coverage; coast-and-ocean report urges coordinated indicators and data plumbing
A student-built statewide inventory and an OPC-funded Coast & Ocean report showed major geographic and parameter gaps in ocean monitoring and recommended national-standard indicators, harmonized data management, and investment to make statewide reporting repeatable.
citizenportal.ai
June 1, 2026 at 11:40 PM
Extract key insights from chaotic data effortlessly with PERPLEXITY functions in (Un)Perplexsd Spready. Turn spreadsheets into decision-making tools! 🔍📈
matasoft.hr/QTrendContro...

#AItools #DataCategorization #SmartSpreadsheets #EfficiencyBoost #DataStandardization #ProductivityTool
March 15, 2025 at 10:53 PM
Gain insights from unstructured text without writing a single regex formula! 🧠 ASK_LOCAL brings AI intelligence to your spreadsheets. 🚀📋
matasoft.hr/qtrendcontro...

#DataExtraction #SmartData #AItools #ProductComparison #DataCategorization #SmartSpreadsheets #EfficiencyBoost #DataStandardization
March 16, 2025 at 11:19 AM
Extract product packaging types automatically—box, bottle, pouch? 📦 Just ask your spreadsheet with (Un)Perplexed Spready and let AI sort it for you! 🤖✨
matasoft.hr/qtrendcontro...

#SmartData #AItools #ProductComparison #DataCategorization #SmartSpreadsheets #EfficiencyBoost #DataStandardization
March 16, 2025 at 7:45 AM
Use PERPLEXITY formulas to classify products by category—fast, accurate, and stress-free! 🎯 AI does the work while you focus on strategy. 📊🤖
matasoft.hr/QTrendContro...

#SmartSpreadsheets #DataStandardization #ProductivityTools #AI #Spreadsheets #SpreadsheetRevolution #AIProductivity #DataScience
March 14, 2025 at 11:38 AM
It’s tough to get global agencies to sync 🔄, but Colgate-Palmolive made it happen by standardizing their ad data reporting 📊 with Claravine. Mark Zomick shares how they harmonized their approach for more efficient media buying 💡. #DataStandardization #AdTech #DigitalMarketing
How Colgate-Palmolive Got All Of Its Agencies To Report The Same Data | AdExchanger
Getting dozens of ad agency partners around the world to work together is like herding cats – but Colgate-Palmolive was able to do it.
www.adexchanger.com
March 20, 2025 at 5:15 PM
California is on the brink of revolutionizing public transit with a new bill that promises to streamline stop information, saving millions and enhancing accessibility for all.

Learn more here

#CA #CitizenPortal #DataStandardization #PublicTransit #AccessibilityImprovement
Panel approves bill to create statewide registry of transit stops
AB 15 99 would require Caltrans to establish a centralized registry with standardized data on public transit stops to improve data quality, interoperability and trip planning; the committee passed the bill to appropriations after supporters stressed cost savings and accessibility benefits.
citizenportal.ai
March 26, 2026 at 1:43 AM
Procurement analytics is easier than ever with (Un)Perplexed Spready extracting and standardizing pricing details from supplier quotes automatically—no more manual comparisons needed!
matasoft.hr/qtrendcontro...

#ProcurementEfficiency #DataStandardization #MarketingAnalytics #ProductiveAI #AI #LLM
Unlock Your Data’s Potential with (Un)Perplexed Spready: The AI Revolution is Here
(Un)Perplexed Spready is a spreadsheet software that thinks! It combines familiar spreadsheet power with revolutionary AI models for effortless data analysis and smart insights. Use AI-powered formula...
matasoft.hr
April 7, 2025 at 1:27 PM
Standardization across customer spreadsheets is now effortless with (Un)Perplexed Spready's AI-powered tools that automate formatting consistently—saving time while improving accuracy!
matasoft.hr/qtrendcontro...

#DataStandardization #MarketingAnalytics #ProductiveAI #AIWorkflow #AI #Spreadsheets
Transform Your Workflow with (Un)Perplexed Spready: The AI-Powered Spreadsheet Revolution
(Un)Perplexed Spready is a spreadsheet software that thinks! It combines familiar spreadsheet power with revolutionary AI models for effortless data analysis and smart insights. Use AI-powered formula...
matasoft.hr
April 6, 2025 at 10:19 PM
Sight Machine uses Azure AI Foundry to automate and standardize manufacturing data with its Factory Namespace Manager. Manufacturers benefit from unified data dictionaries, faster analytics deployment, and improved data governance. #Manufacturing #AzureAI #DataStandardization
How can Small language models help advance AI deployment in Manufacturing - Microsoft and Sight Machine have jointly developed Factory Namespace Manager that can help standardize Manufacturing data… | Sudhir Arni
How can Small language models help advance AI deployment in Manufacturing - Microsoft and Sight Machine have jointly developed Factory Namespace Manager that can help standardize Manufacturing data naming schemas monica ugwi thank you for your partnership!
www.linkedin.com
June 19, 2025 at 4:11 AM
AI-powered metadata correction and harmonization system revolutionizes data standardization in research. From human-in-the-loop validation to autonomous agent workflows, this tool streamlines metadata curation and supports open science. #AI #DataStandardization #MetadataCorrection 🤖📊
AI-powered metadata correction and harmonization | Amazon Web Services
Metadata harmonization (standardizing labels, identifiers, and formats so datasets can work together) is still largely manual. This post shows how AI-powered metadata correction works in practice, covering two approaches, human-in-the-loop validation and autonomous agent-driven workflows, plus governance considerations for production deployment.
aws.amazon.com
September 11, 2026 at 4:40 PM
California's SB 1423 is set to transform local planning by standardizing spatial datasets, but critics warn it could inadvertently hinder housing development.

Get the details!

#CA #CitizenPortal #DataStandardization #HousingDevelopment
Senate committee advances bill to create statewide standardized spatial datasets
Senators advanced SB 1423 to direct the governor's office to compile and publish a standardized statewide set of spatial datasets by 2028; supporters said it will aid local planning while opponents from the building industry warned the chosen datasets could be misapplied against housing projects.
citizenportal.ai
August 29, 2026 at 6:16 AM
Minnesota's council is pushing for standardized data collection to ensure a fair and informed compensation review in 2027—will this lead to better transparency and accountability in our government?

Click to read more!

#MN #CitizenPortal #DataStandardization #MinnesotaOffices #CompensationReview
Council asks staff to prioritize standardized data for 2027 compensation review
Members asked staff to standardize data collection for the 2027 compensation review, including requesting consistent employee counts and department structures from constitutional offices and focusing comparables on similar states.
citizenportal.ai
August 22, 2026 at 6:48 AM
HRSA's new Ventilated Patient Form is set to revolutionize organ donation reporting, ensuring consistency and security in the process.

Learn more here

#US #OrganDonation #PublicHealth #CitizenPortal #HealthResourcesServiceAdministration #DataStandardization
HRSA webinar outlines Ventilated Patient Form to standardize OPO reporting
HRSA staff described the Ventilated Patient Form (VPF) as an API-first, standardized reporting criterion intended to capture ventilated patients with a documented pronouncement of death, enabling more consistent data across organ procurement organizations (OPOs) and the OPTN.
citizenportal.ai
August 8, 2026 at 8:21 AM
The FDA's new Standard Safety Tables and Figures Manual is set to transform how safety data is displayed in drug evaluations, enhancing consistency and transparency across the board.

Learn more here!

#US #CitizenPortal #PublicHealth #DataStandardization #USFDA #ClinicalSafety
FDA webinar outlines new Standard Safety Tables and Figures MAP to standardize safety-data displays
Nee Beesley of FDA's CDER described the Office of New Drugs' Standard Safety Tables and Figures (STNF) Manual of Policies and Procedures, effective June 2025, which standardizes tables/figures, includes kidney and muscle targeted analysis guides, removes investigator AE-causality in STNF AE tables, and uses U.S. conventional units by default.
citizenportal.ai
June 26, 2026 at 11:57 AM
A groundbreaking statewide study is set to revolutionize how Utah measures outdoor recreation, integrating innovative data methods to better understand its impact on the economy!

Click to read more!

#US #CitizenPortal #OutdoorActivity #DataStandardization #EconomicImpact #UtahRecreation
Consultants outline statewide recreation participation study and five pilot sites
Consultants for the Outdoor Adventure Commission described a statewide recreation participation trend study that will standardize measurements across agencies, test five pilot sites from late May through fall 2026, and pair counts, mobile location data and on‑site surveys to inform planning and funding decisions.
citizenportal.ai
May 5, 2026 at 1:01 PM
A groundbreaking new tool from Michigan State University aims to revolutionize forensic identification by standardizing ancestry estimates and significantly reducing observer error.

Learn more here!

#US #MichiganStateUniversity #CitizenPortal #DataStandardization #ForensicAnthropology
Michigan State researcher details Macromorphoscopic Databank, a tool to standardize ancestry estimates
Joseph Heffner of Michigan State described the Macromorphoscopic Databank (MAMD) and the MMS analytical program, which pair standardized trait definitions and a growing global reference dataset to produce probabilistic ancestry classifications and measure observer error.
citizenportal.ai
February 12, 2026 at 1:36 AM
Modernizing medical-examiner data systems could revolutionize public health responses, revealing vital insights into overdose trends and improving resource allocation.

Learn more here!

#US #InteroperabilityInitiatives #PublicHealthMDI #DataStandardization #CitizenPortal #PublicSafety
CDC official urges standards and interoperability to speed medical-legal death data for public health
Margaret Warner of the National Center for Health Statistics told an FTCoE webinar that better data standards, APIs and interoperable systems (HL7/FHIR) can make medical-examiner and coroner data timelier and more useful for public health, safety and resource planning. She highlighted provisional overdose counts and described federal data systems that rely on MDI data.
citizenportal.ai
January 30, 2026 at 7:37 PM
DCYF is redefining workforce data reporting with innovative categories and definitions that could transform how we understand and manage our professionals in the field.

Click to read more!

#WA #CivicAccountability #WorkforceAnalysis #CitizenPortal #DataStandardization
DCYF unveils workforce‑data definitions and limits; MERIT, STARS IDs and separate FFN category to guide reporting
DCYF staff presented proposed workforce definitions to standardize analysis across MERIT, ELMS and other systems, described technical limitations, and introduced separate definitions for 'big‑picture' workforce counts and qualification‑focused datasets as well as an FFN category for family, friend, neighbor providers.
citizenportal.ai
February 21, 2026 at 7:58 PM
Beltrami County's GIS overhaul is set to revolutionize emergency response, with 88% of 9-1-1 calls coming from wireless devices and a dramatic shift in how calls are routed and validated.

Learn more here!

#BeltramiCounty #MN #CitizenPortal #DataStandardization #EmergencyResponse #PublicSafety
Beltrami County says GIS overhaul and NextGen 9‑1‑1 work will change how emergency calls are routed
County GIS director Kevin Trapp briefed the board on NextGen 9‑1‑1: about 88% of calls are wireless, GIS data must be standardized for routing (roughly 20,000 address points and 10,000 road segments), the county submitted data to the state on March 5, and a June 22, 2025 satellite text‑to‑911 case highlighted operational benefits.
citizenportal.ai
April 9, 2026 at 10:33 PM