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#Humanitariandata

🚨 New in Big Data & Society 🚨 "Why sovereignty matters for humanitarian data" by Aaron Martin journals.sagepub.com/doi/10.1177/20… From Rohingya biometrics to Ukraine data, sharing humanitarian data disputes reveal deeper power struggles. Enter the “pseudo-sovereigns.” #HumanitarianData

Geospatial Data 101 From mapping refugee camps to locating health gaps, GIS turns spatial data into lifesaving decisions. With GeoPandas in Python, humanitarian teams can map impact in minutes. #GIS #GeoPandas #HumanitarianData #Python #MappingForGood

At #ESRA2025, UNHCR’s Andrej Kveder shares how satellite data + UNHCR’s Forced Displacement Survey enabled robust, representative sampling in South Sudan. Innovative, cost-effective, and replicable. #HumanitarianData #FDS #ESRA2025

🔍 How can we ensure displacement data is accurate and useful? @Refugees has launched its Statistical Quality Assurance Framework (SQAF) — a practical guide for producing high-quality humanitarian statistics. 📖 Read more: unhcr.org/blogs/launch-o… #HumanitarianData #DataQuality

From Field to Insight Mobile surveys often come in messy Excel files. Before analysis, we must decode responses & tidy the data. Example: turning gender = 1 into Male makes big difference. Clean data = Clear insights. #XLSX #KoBoToolbox #HumanitarianData #MobileSurvey #Excel

𝐒𝐭𝐨𝐫𝐲𝐭𝐞𝐥𝐥𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐃𝐚𝐭𝐚 Numbers alone aren't enough. Wrapped in a story, data becomes a tool for action & change, especially in humanitarian work. Show the impact not just the increase. #DataStory #StorytellingWithData #HumanitarianData #DataViz #DataForGood

You don’t need to ask for gender, race, religion, and phone number… …just because your form builder had a blank field. Data minimization is law, not a vibe. #PrivacyByDesign #GDPR #HumanitarianData

🎯 Choose the Right Chart: A Must-Have Skill in Humanitarian Analytics Data drives decisions، but only when visualized clearly. 📈 Use line charts for trends (e.g., aid over time), bar charts for comparison (e.g., sector funding). #DataViz #HumanitarianData #Python #Matplotlib

#HumanitarianData #DataForImpact #HumanitarianResponse #DataEthics #EvidenceBasedPolicy #LeaveNoOneBehind

🚨 Need for Accurate, Real-Time Monitoring Border monitoring is a life-saving tool, but must be expanded and resourced to keep pace. #HumanitarianData #SudanCrisis

Missed the #IASC & @AIforGood 2nd session-#AI in Humanitarian Action: #HumanitarianData at the Crossroads: Preparing for the #AIRevolution❓ Watch📽️bit.ly/3E2v4MJ AI-driven humanitarian action should be build on secure, ethical data aligned with humanitarian principles

🚨Join #IASC & @AIforGood 2nd session-#AI in Humanitarian Action: #HumanitarianData at the Crossroads: Preparing for the #AIRevolution 🗓️4 April 🕒3 to 4.30 GVA 🔗bit.ly/4laHX8h Explore how the humanitarian sector can ensure data is AI-ready—secure, scalable & ethical

📊 Data Transparency = Life-Saving Coordination • The 3Ws tool allows real-time gap analysis • But field access & data collection must be expanded #HumanitarianData #SaveLivesWithInfo

📉 No Registration Yet • Displacement tracking still incomplete • Numbers likely higher than reported • Urgent need for rapid needs assessments #DisplacementTracking #HumanitarianData

The first Symposium on Cybersecurity and Data Protection in Humanitarian Action in 🇱🇺 has officially started! Key stakeholders will discuss how to create a safer and ethical digital space for humanitarian action. #DigitHarium22 #humanitariandata #NotATarget #LuxAid

Talking about #HumanitarianData to AHA Centre Executive (ACE) Programme participants with @AHACentre @OCHAAsiaPac @humdata @PulseLabJakarta. Hope to see more data coming to HDX.

From January to September 2022, in the countries INSO monitors, there have been: 34 aid workers killed 100 aid workers injured 79 aid workers abducted View more data on NGO incidents at ngosafety.org/analysis/ngo-d… #NotATarget #HumanitarianData

.@HBKU graduate Abdulaziz Al Homaid was one of only four candidates selected to the 2018 @datafellows programme at the Centre for #HumanitarianData at #TheHague. Learn more about his accomplishments on #Marhaba marhaba.qa/hbku-graduate-…

#GenderData makes a world of difference for survivors of crises. Read how Isabella Nzioki a Community Health Worker got help for her community during a flood in Kenya & remember to check our new #humanitariandata toolkit this Thursday. bit.ly/GenderDataHuma…

📢 Just released! 📊Our Site Monitoring Tool 2023 trend analysis report is out, shedding light on the conditions of IDPs in sites in Yemen (IRG). Our thanks to @reach_info for their invaluable support. Check out the report here: twtr.to/aXVw2. #Yemen #HumanitarianData

In the much-awaited session on "bridging the humanitarian development gap in conflict situations - new approaches to capacity development for better data". #HumanitarianData #UNDataForum

Crisis analytics: big data-driven crisis response. 🌐 ecs.page.link/zkJLG #humanitariandata #data

#HNPW2019 Evidence-based response – more than a buzzword? 👉 Join @Akaminara @rajasingham_UN @REACH_info @eu_echo @ACTED at #HNPW2019 to learn how #humanitariandata impacts response and development ► hnpw.org

At #HDF2024, @UNOSAT showed how FloodAI uses satellite data to deliver actionable flood intelligence. Our method helps assess impact & guide relief efforts, making a real difference on the ground. #HumanitarianData

Analysis of Global Humanitarian Needs with Jeda.ai 🌍✨ Navigating Global Humanitarian Needs: A Data-Driven Analysis with 🤖 #HumanitarianData #jedaai #DataDrivenCompassion #ai #generativeai

Crisis analytics: big data-driven crisis response. 🌐 ecs.page.link/zkJLG #humanitariandata #data

🚨Join #IASC & @AIforGood 2nd session-#AI in Humanitarian Action: #HumanitarianData at the Crossroads: Preparing for the #AIRevolution 🗓️4 April 🕒3 to 4.30 GVA 🔗bit.ly/4laHX8h Explore how the humanitarian sector can ensure data is AI-ready—secure, scalable & ethical

A huge #ThankYou to @reliefweb for publishing our new e-learning toolkit, which was produced alongside @DFID_UK to improve the collection of quality #HumanitarianData on persons with disabilities. Click the link below to read more! reliefweb.int/report/world/l…

#HNPW2019 @AKaminara, Director at @DG ECHO, highlighted the new challenge for humanitarian workers "If we want money to provide as much aid as possible, we need to go down the path of rationalizing needs assessments". #humanitariandata

Comment intégrer les besoins spécifiques des personnes handicapées dans la planification humanitaire? Comment traduire #HumanitarianData dans des narratives cohérentes? La communauté humanitaire du #Niger se prépare à l’élaboration de l’Aperçu des Besoins Humanitaires #HNO 2020

Twitter Academic Hive Mind: interested in #humanitariandata #IDPs #Nigeria #SouthSudan? In Geneva 12 Sept? Come to ⁦@DataDisplaceme1⁩ report launch — new deadline 5/9, please share ⁦⁦⁩⁦@RoisinRead⁩ ⁦@AidinDanger⁩ ⁦@lhammondsoas⁩

Missed the #IASC & @AIforGood 2nd session-#AI in Humanitarian Action: #HumanitarianData at the Crossroads: Preparing for the #AIRevolution❓ Watch📽️bit.ly/3E2v4MJ AI-driven humanitarian action should be build on secure, ethical data aligned with humanitarian principles

The management of #data shapes how we understand and respond to humanitarian needs. Donors must ensure swift translation of evidence into action #ECOSOCHAS #humanitariandata @UNOCHA @UNmigration @IDMC_Geneva @ACAPSproject

Winners of the #CallofData2018 Datathon, with @quierodata from @RLadiesMAD(osom organizing)!The committment&level by all participants has been amazing, and the output a great insight into #humanitariandata! Can't wait for next year's edition! #Data #DataScience