Top Tweets for #Datavalidation
Your JSON schema doesn't need to be perfect. It needs to catch the 90% of malformed data that's actually going to hit you. Don't over-specify. #API #DataValidation
Recently, I cleaned and validated Netflix and Online Retail datasets using SQL.
I checked data types, missing values, duplicates, inconsistencies, and invalid records
#SQL #DataAnalytics #DataCleaning #DataValidation #DataQuality #DataAnalyst #LearningInPublic #AnalyticsJourney

🚨 Why does data validation in model classes matter? In my latest article, I explore how it impacts app stability, where it should occur, and common mistakes to avoid. Don't let bad data break your apps! 💻📊 Read now!
https://t.co/mnhEtDQg97
#MVPBuzz #DataValidation #DotNet
[HIRING] Data Engineer @ micro1
💰 USD 80K-150K | Remote | Remote
👉 https://t.co/amTi9N8bjn
#Hiring #Job #Remote #DataEngineer #Engineer #DataMonitoring #DataQuality #DataValidation
Day 7✅ of the #HTTDatachallange continued with taking control of our data Inputs, you see its not about inputing data but making sure your data meets a specific criteria. Used columns c to show how to take control and Validate your data.
#DataValidation
#Dataquality

Day 7 of @hertechtrail #HTTDataChallenge and today’s task is data validation(making sure that only valid entries make it into the dataset.
I made use of the brand column which only accepts 6 approved brands: Adidas, New Balance, Nike, Puma, Reebok & Sketchers.
👇🏾#DataValidation

Dynamic Drop-down in Excel
No manual work needed.
Learn more with Data Academy.👇
https://t.co/nTILoB5Wjh
#DataValidation #ExcelDashboard #DataAnalysis #DataAnalytics #DataCleaning #DataManagement #Automation #ExcelAutomation #Office365 #DigitalSkills
Static drop‑down lists are one of the most common Excel limitations, and one of the easiest to fix.
In this video, @Covee_Analyst demonstrates how to build a dynamic drop‑down list using Excel’s Name Manager!
#ExcelTips #MicrosoftExcel #DataValidation #ExcelForProfessionals
Online meeting held with the Panchayati Raj Dept. on PAI 2.0 data verification. Trained district teams on field validation, key indicators & protocols. Action points finalized for smooth, accurate validation.
-PRA, Mani Mardi, Godda (Jharkhand)
#DataValidation #ModelGP #MoPR

Completed validation of Q2 data for the Women-Friendly Panchayat in Srinagar Block, District Srinagar. Ensured accuracy through cross-checking with line departments.
— Shafaqat, PRA, J&K
#WomenFriendlyGP #ModelGP #MoPR #DataValidation

Today, we’re proud to share that IPG Automotive and b-plus are joining forces to create a seamless bridge between the real and the virtual world.
👉Read press release: https://t.co/Rxg87tFXDQ
#ADAS #AutomatedDriving #StrategicPartnership #DataValidation

Visited Kashi Vidyapeeth Block office; met ADO Panchayat and Bhiti GP Secretary regarding coordination for MWFGP work. Met NRLM staff and ASHA for pre-verification to ensure accurate data points.
— Prabhanjan Kumar, PRA, Uttar Pradesh
#ModelGP #DataValidation #MoPR

MWFGP Q1 data of Kumbephal GP (Chh. Sambhajinagar) verified today. Cross-checked portal data with department registers in presence of line staff, AWW, ASHA/ANM, Sarpanch & Secretary to ensure accuracy.
— Pathan Awejkha, PRA, Madhya Pradesh
#MWFGP #ModelGP #DataValidation #MoPR

MWFGP Q1 data verified at Nadatod GP, Devgad Bariya (Dahod, Gujarat) on 01 Dec 2025. Field validation ensured accuracy, transparency & alignment with records across departments.
— Shri Bhagvat Kemdare, PRA, Gujarat
#MWFGP #ModelGP #DataValidation #PanchayatiRaj #MoPR

Validated Q1 data of Model Women-Friendly GP, Bhairapur (Undavelly Block). Cross-checked portal & department registers with DCFs, coordinated with line departments, and noted issues & suggestions.
— T. Pavan Kumar, PRA, Telangana
#MWFGP #DataValidation #MoPR #ModelGP

Validated Q1 Model Women-Friendly GP data at Turori GP, Omerga (Osmanabad). Verified DCFs & MWFGP annexure, cross-checked registers, coordinated with line departments/FLWs, and documented issues for improvement.
— Shyam Gayakwad, PRA, Maharashtra
#DataValidation #MoPR #ModelGP

Visited Pahadi Block for Q1 Validation of Women-Friendly Panchayat data. Met BDO, verified Nandi GP data with DCF, cross-checked registers, and noted issues with FLW support.
— Vivek Mishra, PRA, Chitrakoot UP
#WFGP #PanchayatiRaj #DataValidation #MoPR

Managing citizen, customer, or supplier records across regions means dealing with dozens of ID formats, address rules, tax numbers, registry IDs, & compliance checks. Most systems break here. MatchX doesn’t
👉Try MatchX's:https://t.co/HSda1Aw0Dp
#datavalidation #dataquality #UK

Stop hunting for wrong values manually⏱
In Excel, just apply Custom Data Validation
Instant red circles. No effort.
Learn Excel faster with Data Academy 🔗https://t.co/nTILoB5Wjh
#ExcelTips #DataValidation #ExcelHacks #MicrosoftExcel #Productivity #exceltutorial #excel
Assisted SIPRD faculty in compiling PAI 2.0 data and conducted PRA surveys across eight GPs in the district. Strengthening data quality for better local planning.
— Ankita Bharali, PRA, Assam
#PAI2 #MoPR #DataValidation #Assam #GoodGovernance

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