HDX Signals - Humanitarian Data Exchange

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class="icon-o-arrow-up" viewBox="0 0 48 48"><path d="M0,34a4,4,0,0,1,1.17-2.83l20-20a4,4,0,0,1,5.66,0l20,20a4,4,0,1,1-5.66,5.66L24,19.66,6.83,36.83A4,4,0,0,1,0,34Z"/></svg> <svg class="icon-o-arrow-down" viewBox="0 0 48 48"><path d="M48,14a4,4,0,0,1-1.17,2.83l-20,20a4,4,0,0,1-5.66,0l-20-20a4,4,0,0,1,5.66-5.66L24,28.34,41.17,11.17A4,4,0,0,1,48,14Z"/></svg> </a> <div class="dropdown-menu ocha-services-menu" role="menu"> <div class="container"> <div class="row"> <div class="col-md-3 col-12 section-spacing"> <p class="list-title"> Related Platforms </p> <ul class="ocha-links-list"> <li> <a href="https://centre.humdata.org/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Centre for Humanitarian Data</a> </li> <li> <a href="https://hxlstandard.org/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Humanitarian Exchange Language (HXL)</a> </li> </ul> </div> <div class="col-md-3 col-12"> <p class="list-title"> Other OCHA Services </p> <ul class="ocha-links-list"> <li> <a href="https://fts.unocha.org/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Financial Tracking Service</a> </li> <li> <a href="https://data.humdata.org/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Humanitarian Data Exchange</a> </li> <li> <a href="https://humanitarian.id/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Humanitarian ID</a> </li> <li> <a href="https://humanitarianaction.info/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Humanitarian Action</a> </li> <li> <a href="https://response.reliefweb.int/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">ReliefWeb Response</a> </li> </ul> </div> <div class="col-md-3 col-12 section-spacing"> <p class="list-title list-title-empty">   </p> <ul class="ocha-links-list"> <li> <a href="https://interagencystandingcommittee.org/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Inter-Agency Standing Committee</a> </li> <li> <a href="https://www.unocha.org" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">OCHA Website</a> </li> <li> <a href="https://reliefweb.int" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Relief Web</a> </li> <li> <a href="https://vosocc.unocha.org/" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header">Virtual OSOCC</a> </li> </ul> </div> <div class="col-md-3 col-12"> <a href="https://www.unocha.org/ocha-digital-services" target="_blank" data-module="hdx_click_stopper" data-module-link_type="header" class="btn ocha-see-all"> See all </a> </div> </div> </div> </div> <div class="header-user-box float-end"> <ul class="separated-list">  <li> <a class="action" href="/faq" data-module="hdx_click_stopper" data-module-link_type="footer" aria-label="faq link"> <svg 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To receive the content you are interested in, please make sure you have selected AT LEAST ONE dataset and region or priority humanitarian location from the options below. All locations in a region include all locations covered by the datasets, not just priority humanitarian locations listed below. </p> </div> </div> </div> </div> <div class="row"> <div class="col-12"> <div class="bem-card card my-3" id="signals-form-card"> <div class="card-body bem-card__body"> <div class="row"> <div class="col-12 col-md-10 col-lg-8 mx-auto"> <div id="mc_embed_shell"> <div id="mc_embed_signup"> <form action="https://humdata.us14.list-manage.com/subscribe/post?u=ea3f905d50ea939780139789d&id=e908cb9d48&f_id=006ec2e1f0" method="post" id="mc-embedded-subscribe-form" name="mc-embedded-subscribe-form" class="validate" target="_self" novalidate=""> <div id="mc_embed_signup_scroll"> <div class="indicates-required mb-3"> <span class="asterisk">*</span> indicates required </div> <div class="mc-field-group mb-3"> <label class="form-label" for="mce-EMAIL">Email Address <span class="asterisk">*</span> </label> <input type="email" name="EMAIL" class="required email form-control" id="mce-EMAIL" required="" value=""> </div> <div class="mc-field-group mb-3"> <label class="form-label" for="mce-FNAME">Full Name <span class="asterisk">*</span> </label> <input type="text" name="FNAME" class="required text form-control" id="mce-FNAME" required="" value=""> </div> <div class="row"> <div class="col-12 col-md-12"> <div class="mc-field-group mb-4"> <label class="form-label" for="mce-ORG">Organisation <span class="asterisk">*</span> </label> <input type="text" name="ORG" class="required text form-control" id="mce-ORG" required="" value=""> </div> <div class="mc-field-group mb-4"> <div class="paragraph"> <p class="paragraph__text paragraph__text_font-size-medium fw-bold mb-0"> Step 1: Datasets of interest <span class="asterisk">*</span> </p> </div> <p class="action-buttons"></p> <ul class="list-unstyled"> <li class="form-check"> <input type="checkbox" name="group[4389][128]" class="form-check-input" id="mce-group[4389]-4389-0" value="" checked> <label class="form-check-label" for="mce-group[4389]-4389-0">Conflict-driven displacement - IDMC</label> </li> <li class="form-check"> <input type="checkbox" name="group[4389][256]" class="form-check-input" id="mce-group[4389]-4389-1" value="" checked> <label class="form-check-label" for="mce-group[4389]-4389-1">Disaster-driven displacement - IDMC</label> </li> <li class="form-check"> <input type="checkbox" name="group[4389][1024]" class="form-check-input" id="mce-group[4389]-4389-2" value="" checked> <label class="form-check-label" for="mce-group[4389]-4389-2">Armed conflict - ACLED</label> </li> <li class="form-check"> <input type="checkbox" name="group[4389][2048]" class="form-check-input" id="mce-group[4389]-4389-3" value="" checked> <label class="form-check-label" for="mce-group[4389]-4389-3">Food insecurity - IPC/CH</label> </li> <li class="form-check"> <input type="checkbox" name="group[4389][4096]" class="form-check-input" id="mce-group[4389]-4389-4" value="" checked> <label class="form-check-label" for="mce-group[4389]-4389-4">Agricultural hotspots - JRC ASAP</label> </li> <li class="form-check"> <input type="checkbox" name="group[4389][8192]" class="form-check-input" id="mce-group[4389]-4389-5" value="" checked> <label class="form-check-label" for="mce-group[4389]-4389-5">Market monitoring - WFP</label> </li> </ul> </div> </div> <div class="col-12 col-md-12"> <div class="mc-field-group mb-4"> <div class="paragraph"> <p class="paragraph__text paragraph__text_font-size-medium fw-bold mb-0"> Step 2: Locations of interest <span class="asterisk">*</span> </p> </div> <p class="action-buttons"> <button type="button" class="btn btn-link p-0 me-2" id="select-all-locations"><small>Select all</small></button> <button type="button" class="btn btn-link p-0 me-2" id="select-all-hrp-locations"><small>Select all HRP locations <span data-module="bs_tooltip" data-module-placement="top" data-bs-toggle="tooltip" data-bs-original-title="Locations with a Humanitarian Response Plan">[?]</span></small></button> <button type="button" class="btn btn-link p-0" id="clear-all-locations"><small>Clear all</small></button> </p> </div> </div> <div class="col-12 col-md-6"> <div class="mc-field-group mb-3"> <p class="fw-bold mb-0">Asia and the Pacific</p> <p class="action-buttons"></p> <ul class="list-unstyled"> <li class="form-check"> <input type="checkbox" name="group[4397][16384]" class="form-check-input" id="mce-group[4397]-4397-0" value="" checked> <label class="form-check-label" for="mce-group[4397]-4397-0">All locations in the region</label> </li> <li class="form-check"> <input type="checkbox" name="group[4397][32768]" class="form-check-input" id="mce-group[4397]-4397-1" value=""> <label class="form-check-label" for="mce-group[4397]-4397-1">Afghanistan</label> </li> <li class="form-check"> <input type="checkbox" name="group[4397][131072]" class="form-check-input" id="mce-group[4397]-4397-2" value=""> <label class="form-check-label" for="mce-group[4397]-4397-2">Myanmar</label> </li> </ul> </div> </div> <div class="col-12 col-md-6"> <div class="mc-field-group mb-3"> <p class="fw-bold mb-0">Europe</p> <p class="action-buttons"></p> <ul class="list-unstyled"> <li class="form-check"> <input type="checkbox" name="group[4405][8388608]" class="form-check-input" id="mce-group[4405]-4405-0" value="" checked> <label class="form-check-label" for="mce-group[4405]-4405-0">All locations in the region</label> </li> <li class="form-check"> <input type="checkbox" name="group[4405][16777216]" class="form-check-input" id="mce-group[4405]-4405-1" value=""> <label class="form-check-label" for="mce-group[4405]-4405-1">Ukraine</label> </li> </ul> </div> </div> <div class="col-12 col-md-6"> <div class="mc-field-group mb-3"> <p class="fw-bold mb-0">Latin America and the Caribbean</p> <p class="action-buttons"></p> <ul class="list-unstyled"> <li class="form-check"> <input type="checkbox" name="group[4417][8589934592]" class="form-check-input" id="mce-group[4417]-4417-0" value="" checked> <label class="form-check-label" for="mce-group[4417]-4417-0">All locations in the region</label> </li> <li class="form-check"> <input type="checkbox" name="group[4417][17179869184]" class="form-check-input" id="mce-group[4417]-4417-1" value=""> <label class="form-check-label" for="mce-group[4417]-4417-1">Colombia</label> </li> <li class="form-check"> <input type="checkbox" name="group[4417][34359738368]" class="form-check-input" id="mce-group[4417]-4417-2" value=""> <label class="form-check-label" for="mce-group[4417]-4417-2">El Salvador</label> </li> <li class="form-check"> <input type="checkbox" name="group[4417][68719476736]" class="form-check-input" id="mce-group[4417]-4417-3" value=""> <label class="form-check-label" for="mce-group[4417]-4417-3">Guatemala</label> </li> <li class="form-check"> <input type="checkbox" name="group[4417][137438953472]" class="form-check-input" id="mce-group[4417]-4417-4" value=""> <label class="form-check-label" for="mce-group[4417]-4417-4">Haiti</label> </li> <li class="form-check"> <input type="checkbox" name="group[4417][274877906944]" class="form-check-input" id="mce-group[4417]-4417-5" value=""> <label class="form-check-label" for="mce-group[4417]-4417-5">Honduras</label> </li> <li class="form-check"> <input type="checkbox" name="group[4417][4]" class="form-check-input" id="mce-group[4417]-4417-6" value=""> <label class="form-check-label" for="mce-group[4417]-4417-6">Venezuela (Bolivarian Republic of)</label> </li> </ul> </div> </div> <div class="col-12 col-md-6"> <div class="mc-field-group mb-3"> <p class="fw-bold mb-0">Middle East and North Africa</p> <p class="action-buttons"></p> <ul class="list-unstyled"> <li class="form-check"> <input type="checkbox" name="group[4409][33554432]" class="form-check-input" id="mce-group[4409]-4409-0" value="" checked> <label class="form-check-label" for="mce-group[4409]-4409-0">All locations in the region</label> </li> <li class="form-check"> <input type="checkbox" name="group[4409][67108864]" class="form-check-input" id="mce-group[4409]-4409-1" value=""> <label class="form-check-label" for="mce-group[4409]-4409-1">State of Palestine</label> </li> <li class="form-check"> <input type="checkbox" name="group[4409][134217728]" class="form-check-input" id="mce-group[4409]-4409-2" value=""> <label class="form-check-label" for="mce-group[4409]-4409-2">Syrian Arab Republic</label> </li> <li class="form-check"> <input type="checkbox" name="group[4409][268435456]" class="form-check-input" id="mce-group[4409]-4409-3" value=""> <label class="form-check-label" for="mce-group[4409]-4409-3">Yemen</label> </li> </ul> </div> </div> <div class="col-12 col-md-6"> <div class="mc-field-group mb-3"> <p class="fw-bold mb-0">Southern and Eastern Africa</p> <p class="action-buttons"></p> <ul class="list-unstyled"> <li class="form-check"> <input type="checkbox" name="group[4401][65536]" class="form-check-input" id="mce-group[4401]-4401-0" value="" checked> <label class="form-check-label" for="mce-group[4401]-4401-0">All locations in the region</label> </li> <li class="form-check"> <input type="checkbox" name="group[4401][524288]" class="form-check-input" id="mce-group[4401]-4401-1" value=""> <label class="form-check-label" for="mce-group[4401]-4401-1">Ethiopia</label> </li> <li class="form-check"> <input type="checkbox" name="group[4401][2097152]" class="form-check-input" id="mce-group[4401]-4401-2" value=""> <label class="form-check-label" for="mce-group[4401]-4401-2">Mozambique</label> </li> <li class="form-check"> <input type="checkbox" name="group[4401][4194304]" class="form-check-input" id="mce-group[4401]-4401-3" value=""> <label class="form-check-label" for="mce-group[4401]-4401-3">Somalia</label> </li> <li class="form-check"> <input type="checkbox" name="group[4401][1]" class="form-check-input" id="mce-group[4401]-4401-4" value=""> <label class="form-check-label" for="mce-group[4401]-4401-4">South Sudan</label> </li> <li class="form-check"> <input type="checkbox" name="group[4401][2]" class="form-check-input" id="mce-group[4401]-4401-5" value=""> <label class="form-check-label" for="mce-group[4401]-4401-5">Sudan</label> </li> </ul> </div> </div> <div class="col-12 col-md-6"> <div class="mc-field-group mb-3"> <p class="fw-bold mb-0">West and Central Africa</p> <p class="action-buttons"></p> <ul class="list-unstyled"> <li class="form-check"> <input type="checkbox" name="group[4421][549755813888]" class="form-check-input" id="mce-group[4421]-4421-0" value="" checked> <label class="form-check-label" for="mce-group[4421]-4421-0">All locations in the region</label> </li> <li class="form-check"> <input type="checkbox" name="group[4421][1099511627776]" class="form-check-input" id="mce-group[4421]-4421-1" value=""> <label class="form-check-label" for="mce-group[4421]-4421-1">Burkina Faso</label> </li> <li class="form-check"> <input type="checkbox" name="group[4421][2199023255552]" class="form-check-input" id="mce-group[4421]-4421-2" value=""> <label class="form-check-label" for="mce-group[4421]-4421-2">Cameroon</label> </li> <li class="form-check"> <input type="checkbox" name="group[4421][4398046511104]" class="form-check-input" id="mce-group[4421]-4421-3" value=""> <label class="form-check-label" for="mce-group[4421]-4421-3">Central African Republic</label> </li> <li class="form-check"> <input type="checkbox" name="group[4421][8796093022208]" class="form-check-input" id="mce-group[4421]-4421-4" value=""> <label class="form-check-label" for="mce-group[4421]-4421-4">Chad</label> </li> <li class="form-check"> <input type="checkbox" name="group[4421][17592186044416]" class="form-check-input" id="mce-group[4421]-4421-5" value=""> <label class="form-check-label" for="mce-group[4421]-4421-5">Democratic Republic of the Congo</label> </li> <li class="form-check"> <input type="checkbox" name="group[4421][35184372088832]" class="form-check-input" id="mce-group[4421]-4421-6" value=""> <label class="form-check-label" for="mce-group[4421]-4421-6">Mali</label> </li> <li class="form-check"> <input type="checkbox" name="group[4421][70368744177664]" class="form-check-input" id="mce-group[4421]-4421-7" value=""> <label class="form-check-label" for="mce-group[4421]-4421-7">Niger</label> </li> <li class="form-check"> <input type="checkbox" name="group[4421][8]" class="form-check-input" id="mce-group[4421]-4421-8" value=""> <label class="form-check-label" for="mce-group[4421]-4421-8">Nigeria</label> </li> </ul> </div> </div> <div class="col-12 col-md-6"> <div class="mc-field-group mb-3"> <p class="fw-bold mb-0">North America</p> <p class="action-buttons"></p> <ul class="list-unstyled"> <li class="form-check"> <input type="checkbox" name="group[4425][16]" class="form-check-input" id="mce-group[4425]-4425-0" value="" checked> <label class="form-check-label" for="mce-group[4425]-4425-0">All locations in the region</label> </li> </ul> </div> </div> </div> <div id="mce-responses" class="clear"> <div class="response" id="mce-error-response" style="display: none;"></div> <div class="response" id="mce-success-response" style="display: none;"></div> </div> <div aria-hidden="true" style="position: absolute; left: -5000px;"> <input type="text" name="b_ea3f905d50ea939780139789d_e908cb9d48" tabindex="-1" value=""> </div> <div class="alert alert-warning" id="mc-embedded-subscribe-alert" role="alert"> Please fill out all the required fields. </div> <div class="clear text-center mb-3"> <input type="submit" name="subscribe" id="mc-embedded-subscribe" class="btn btn-primary disabled" disabled data-module="hdx_click_stopper" data-module-link_type="signals sign up" data-module-just_send_event="true" data-module-label="Subscribe" value="Subscribe"> </div> </div> </form> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="row" id="data-coverage"> <div class="col-12 mx-auto my-3"> <div class="text-center mb-4"> <div class="heading mb-1"> <h3 class="heading__title">Data Coverage</h3> </div> <div class="paragraph"> <p class="paragraph__text paragraph__text_font-size-medium mt-4"> Datasets monitored by HDX Signals at the moment are as follows: </p> </div> </div> <div class="row"> <div class="col-6 col-sm-4 mb-3"> <div class="bem-card card bem-card_type-slim"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Agricultural hotspots</h5> <p class="card-text bem-card__text">European Commission’s Joint Research Centre Anomaly Hot Spots of Agricultural Production</p> <a href="https://data.humdata.org/dataset/asap-hotspots-monthly" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals data coverage" data-module-label="Agricultural hotspots" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> <div class="col-6 col-sm-4 mb-3"> <div class="bem-card card bem-card_type-slim"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Conflict events</h5> <p class="card-text bem-card__text">Armed Conflict Location & Event Data Project (ACLED)</p> <a href="https://data.humdata.org/organization/acled" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals data coverage" data-module-label="Conflict events" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> <div class="col-6 col-sm-4 mb-3"> <div class="bem-card card bem-card_type-slim"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Food insecurity</h5> <p class="card-text bem-card__text">the Integrated Food Security Phase Classification (IPC)</p> <a href="https://data.humdata.org/dataset/global-acute-food-insecurity-country-data" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals data coverage" data-module-label="Food insecurity" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> <div class="col-6 col-sm-4 mb-3"> <div class="bem-card card bem-card_type-slim"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Internal displacement</h5> <p class="card-text bem-card__text">the Internal Displacement Monitoring Centre (IDMC)</p> <a href="https://data.humdata.org/organization/international-displacement-monitoring-centre-idmc" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals data coverage" data-module-label="Internal displacement" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> <div class="col-6 col-sm-4 mb-3"> <div class="bem-card card bem-card_type-slim"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Market monitoring</h5> <p class="card-text bem-card__text">World Food Programme (WFP)</p> <a href="https://data.humdata.org/dataset/global-market-monitor" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals data coverage" data-module-label="Market monitoring" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> </div> </div> </div> <div class="row" id="resources"> <div class="col-12 mx-auto my-3"> <div class="text-center"> <div class="heading mb-1"> <h3 class="heading__title">Resources</h3> </div> <div class="paragraph"> <p class="paragraph__text paragraph__text_font-size-big"> For more information about the datasets monitored by HDX Signals as well as information for developers see the following: </p> </div> </div> <div class="row mt-4"> <div class="col-12 col-md-6 col-lg-3 d-md-flex align-items-md-stretch"> <div class="bem-card card my-3"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Signals Map</h5> <p class="card-text bem-card__text">See a visualiziation of present and historic Signals</p> <a href="https://data.humdata.org/visualization/signals/" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals resources" data-module-label="Signals Map" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> <div class="col-12 col-md-6 col-lg-3 d-md-flex align-items-md-stretch"> <div class="bem-card card my-3"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Download HDX Signals dataset on HDX</h5> <p class="card-text bem-card__text">Explore the full HDX Signals dataset</p> <a href="https://data.humdata.org/dataset/hdx-signals" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals resources" data-module-label="Download HDX Signals dataset on HDX" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> <div class="col-12 col-md-6 col-lg-3 d-md-flex align-items-md-stretch"> <div class="bem-card card my-3"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Methodology</h5> <p class="card-text bem-card__text">Read the HDX Signals methodology</p> <a href="https://un-ocha-centre-for-humanitarian.gitbook.io/hdx-signals" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals resources" data-module-label="Methodology" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> <div class="col-12 col-md-6 col-lg-3 d-md-flex align-items-md-stretch"> <div class="bem-card card my-3"> <div class="card-body bem-card__body"> <h5 class="card-title bem-card__title">Code Respository</h5> <p class="card-text bem-card__text">Access the HDX Signals code repository</p> <a href="https://github.com/OCHA-DAP/hdx-signals" class="btn btn-link px-0 bem-card__button" target="_blank" data-module="hdx_click_stopper" data-module-link_type="signals resources" data-module-label="Code Respository" >Learn more <i class="fa-solid fa-arrow-right ms-2"></i></a> </div> </div> </div> </div> <div class="mt-4"> <div class="paragraph"> <p class="paragraph__text paragraph__text_font-size-medium"> For more information, please contact us at <a href="mailto:hdx-signals@un.org" title="Contact us" data-module="hdx_click_stopper" data-module-link_type="signals resources description">hdx-signals@un.org</a>. </p> </div> </div> </div> </div> <div class="row" id="faq"> <div class="col-12 mx-auto my-3"> <div class="heading"> <h3 class="heading__title">FAQs</h3> </div> <div class="bem-faq"> <div class="accordion" id="faqAccordion"> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4" type="button" data-bs-toggle="collapse" data-bs-target="#collapse1" aria-expanded="true" aria-controls="collapse1"> How should I use HDX Signals? </button> <div id="collapse1" class="accordion-collapse collapse show" aria-labelledby="heading1" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>Use HDX Signals to stay up-to-date on critical changes in your datasets and regions of interest. Receive signals directly in your inbox, where automated data visualizations and AI summarizations can help you understand the current situation. Follow links to source reports, datasets, reports, and other resources to further investigate the situation. Access every piece of information in the email, from the plots to the source links to the text summaries, directly in the <a href="https://data.humdata.org/dataset/hdx-signals">HDX dataset</a>. Use the HDX API to programmatically integrate HDX Signals into your own analysis and insights platforms. Learn more in <a href="https://drive.google.com/file/d/1tcnhGDqlF_1tq4Q4SFkcXGLXpMRhM4bv/view">these slides</a>.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse2" aria-expanded="false" aria-controls="collapse2"> Why was HDX Signals developed? </button> <div id="collapse2" class="accordion-collapse collapse" aria-labelledby="heading2" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>HDX has grown significantly since 2014, attracting a growing number of users and wealth of data. However, deriving useful insights from the data requires time consuming, technical, and often duplicative data cleaning and analysis processes. For key HDX datasets, HDX Signals automates this process, monitoring for significant changes in the data and generating insights when significant deteriorations are detected. Signals are disseminated automatically via email, increasing accessibility to all users regardless of accessibility. All email content, from AI generated summaries to automatic plots and maps, are made public in the HDX dataset and programmatically through the <a href="https://data.humdata.org/faqs/devs">HDX API</a>, ensuring signals can be integrated into the workflows of any analyst or organization.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse3" aria-expanded="false" aria-controls="collapse3"> What is in the HDX Signals dataset? </button> <div id="collapse3" class="accordion-collapse collapse" aria-labelledby="heading3" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>The system has been designed so that every piece of information in a signal is stored and publicized in the dataset. All text and numeric values used in the signals are stored directly in the dataset. Plots, maps, and other visuals are available directly as links, allowing easy embedding or usage in other platforms. The email campaigns themselves are similarly available as links, allowing you to easily share signals with anyone.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse4" aria-expanded="false" aria-controls="collapse4"> When are HDX Signals triggered? </button> <div id="collapse4" class="accordion-collapse collapse" aria-labelledby="heading4" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>Signals are generated when concerning changes are detected in monitored datasets and locations that are higher than in the recent past, such as spikes in internal displacement or a projected rise in food insecurity. You can find the full details in the <a href="https://un-ocha-centre-for-humanitarian.gitbook.io/hdx-signals">methodology</a>.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse5" aria-expanded="false" aria-controls="collapse5"> What locations are covered in HDX Signals? </button> <div id="collapse5" class="accordion-collapse collapse" aria-labelledby="heading5" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>Over 200 locations (typically countries and territories) are in the datasets monitored by HDX Signals. For full coverage details of specific datasets, refer to the <a href="https://un-ocha-centre-for-humanitarian.gitbook.io/hdx-signals">methodology</a> or download the locations metadata on <a href="https://data.humdata.org/dataset/hdx-signals">HDX</a>.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse6" aria-expanded="false" aria-controls="collapse6"> What are priority humanitarian locations? </button> <div id="collapse6" class="accordion-collapse collapse" aria-labelledby="heading6" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>Priority humanitarian locations are those locations with Humanitarian Response Plans. Read more about these locations on <a href="https://humanitarianaction.info">Humanitarian Action</a> and programmatically access the list in the locations metadata on <a href="https://data.humdata.org/dataset/hdx-signals">HDX</a>.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse7" aria-expanded="false" aria-controls="collapse7"> Can I see an example of HDX Signals email? </button> <div id="collapse7" class="accordion-collapse collapse" aria-labelledby="heading7" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>You can see an example email <a href="https://us14.campaign-archive.com/?u=ea3f905d50ea939780139789d&id=b6d6c2029e">here</a>. All HDX Signals emails and content are available in the <a href="https://data.humdata.org/dataset/hdx-signals">HDX dataset</a>, where you can find the most recent signals.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse8" aria-expanded="false" aria-controls="collapse8"> Is HDX Signals the same as a notification for dataset update? </button> <div id="collapse8" class="accordion-collapse collapse" aria-labelledby="heading8" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>No, dataset update notifications cover a wider range of datasets and changes, such as when the structure of a dataset changes or new observations are added. Signals are only generated when analysis on monitored, updated datasets shows concerning changes in locations.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse9" aria-expanded="false" aria-controls="collapse9"> How frequently would I receive an email? </button> <div id="collapse9" class="accordion-collapse collapse" aria-labelledby="heading9" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>You will only receive emails for the datasets and geographical regions that you subscribe to, so frequency of emailing will vary. Dataset timings are set so that users should not expect more than one email a week at most. Based on historical data, for each dataset we expect to generate signals in no more than thirty to forty locations each year. We have also set a limit to only signal for a location-dataset once per 6 months, unless the situation has significantly changed. For more detailed information on how signals are generated for the datasets you are interested in, please refer to our <a href="https://un-ocha-centre-for-humanitarian.gitbook.io/hdx-signals">methodology</a>.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse10" aria-expanded="false" aria-controls="collapse10"> How do I edit my HDX Signals subscription preferences? </button> <div id="collapse10" class="accordion-collapse collapse" aria-labelledby="heading10" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>You can find a “Manage your preferences” link at the bottom of every HDX Signals email. Alternatively, if you submit your e-mail into the <a href="http://eepurl.com/iI5vak">registration form</a>, a link will be generated for you to edit your subscription preferences.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse11" aria-expanded="false" aria-controls="collapse11"> How is AI used in HDX Signals? </button> <div id="collapse11" class="accordion-collapse collapse" aria-labelledby="heading11" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>OpenAI’s <a href="https://openai.com/index/hello-gpt-4o/">GPT-4o large language model</a> is used to generate summary content for signals, to provide additional context to the quantitative data and visualizations generated by the system. Publicly available text data from primary datasets and linked secondary sources is aggregated and passed to GPT-4o to produce key headlines and situation summaries for each signal.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse12" aria-expanded="false" aria-controls="collapse12"> Why do I see HDX Signals data from earlier than 2024? </button> <div id="collapse12" class="accordion-collapse collapse" aria-labelledby="heading12" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>Historical signals are generated for all indicators, to give a sense of when we would have signaled in previous years and better contextualize recent signals.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> <div class="accordion-item bem-faq__item"> <button class="accordion-button bem-faq__question p-4 collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapse13" aria-expanded="false" aria-controls="collapse13"> How do I give feedback for HDX Signals? </button> <div id="collapse13" class="accordion-collapse collapse" aria-labelledby="heading13" data-bs-parent="#faqAccordion"> <div class="accordion-body bem-faq__answer px-4 py-0 ms-4"> <p>You can find a simple feedback poll at the end of every HDX Signals email. Alternatively, send your feedback directly to <a href="mailto:hdx-signals@un.org">hdx-signals@un.org</a>.</p> <div class='ewd-ufaq-faq-custom-fields'> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="py-5 background-color-snow mt-3"> <div class="container"> <div class="row"> <div class="col-12 mx-auto"> <div class="text-center"> <div class="heading mb-5"> <h3 class="heading__title">Partners</h3> </div> </div> <div class="bem-partners"> <div id="partnersCarousel" class="carousel slide" data-ride="false"> <div class="carousel-inner d-md-none"> <div class="carousel-item active"> <div class="row align-items-center"> <div class="col-4 text-center"> <img src="/images/landing_pages/partners/european_comission.png" class="img-fluid bem-partners__image" alt="European Commission"> </div> <div class="col-4 text-center"> <img src="/images/landing_pages/partners/acled.png" class="img-fluid bem-partners__image" alt="ACLED"> </div> <div class="col-4 text-center"> <img src="/images/landing_pages/partners/ipc.png" class="img-fluid bem-partners__image" alt="IPC"> </div> </div> </div> <div class="carousel-item"> <div class="row align-items-center"> <div class="col-4 text-center"> <img src="/images/landing_pages/partners/idmc.png" class="img-fluid bem-partners__image" alt="IDMC"> </div> <div class="col-4 text-center"> <img src="/images/landing_pages/partners/wfp.png" class="img-fluid bem-partners__image" alt="WFP"> </div> </div> </div> </div> <div class="carousel-inner d-none d-md-block"> <div class="carousel-item active"> <div class="row align-items-center"> <div class="col text-center"> <img src="/images/landing_pages/partners/european_comission.png" class="img-fluid bem-partners__image" alt="European Commission"> </div> <div class="col text-center"> <img src="/images/landing_pages/partners/acled.png" class="img-fluid bem-partners__image" alt="ACLED"> </div> <div class="col text-center"> <img src="/images/landing_pages/partners/ipc.png" class="img-fluid bem-partners__image" alt="IPC"> </div> <div class="col text-center"> <img src="/images/landing_pages/partners/idmc.png" class="img-fluid bem-partners__image" alt="IDMC"> </div> <div class="col text-center"> <img src="/images/landing_pages/partners/wfp.png" class="img-fluid bem-partners__image" alt="WFP"> </div> </div> </div> </div> <div class="carousel-indicators bem-partners__indicators d-md-none mt-3 mb-0"> <button type="button" data-bs-target="#partnersCarousel" data-bs-slide-to="0" class="active" aria-current="true" aria-label="Slide 1"></button> <button type="button" data-bs-target="#partnersCarousel" data-bs-slide-to="1" class="" aria-current="true" aria-label="Slide 2"></button> </div> </div> </div> </div> </div> </div> </div> </div> <div class="allow-cookies-container" style="display: none;"> <div class=""> <div class=""> <div class="container"> <div class="row"> <div class="col-12 paddingLeftHack paddingRightHack"> <div class="row" style="position: relative;"> <div class="col-sm-9 col-12"> By using this site you consent to the use of cookies. 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