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671<noscript><iframe src="https://www.googletagmanager.com/ns.html?id=G-7GE50Z3NE3" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript><div class="root1"> 672 673 674 <div class="root1-wrap"> 675 676 <header class="top1 " id="top"> 677 <div class="top1-wrap -contain -xw:n"> 678 <p class="logo1" style="--dh: 74px; --mh: 40px;"> 679 <a href="https://modernenergyminimum.org" accesskey="h" aria-label="Energy for Growth Hub - Modern Energy Minimum"> 680 <img src="https://modernenergyminimum.org/wp-content/uploads/sites/345/energy-for-growth-hub-1.png" alt="Energy for Growth Hub - Modern Energy Minimum" /> 681 </a> 682 </p> 683 <nav class="skips1"> 684 <ul> 685 <li><a href="#nav" accesskey="n">Skip to navigation [n]</a></li> 686 <li><a href="#content" accesskey="c">Skip to content [c]</a></li> 687 <li><a href="#footer" accesskey="f">Skip to footer [f]</a></li> 688 </ul> 689 </nav> 690 <h4 class="top1-toggler"><a href="#nav" toggle="body/is-nav-active" class="icon-menu" aria-label="Menu"><span>Menu</span></a></h4> 691 <nav class="nav1 " id="nav"> 692 <ul class="nav1-main"> 693 <li id="menu-item-621" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-621"><a href="https://modernenergyminimum.org/the-metric/">The Metric</a></li> 694<li id="menu-item-622" class="menu-item menu-item-type-post_type menu-item-object-page current-menu-item page_item page-item-537 current_page_item menu-item-622 is-active "><a href="https://modernenergyminimum.org/the-data/" aria-current="page">The Data</a></li> 695<li id="menu-item-620" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-620"><a href="https://modernenergyminimum.org/onboard/">Whoâs on Board</a></li> 696<li id="menu-item-886" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-886"><a href="https://modernenergyminimum.org/stay-connected/">Connect</a></li> 697 </ul> 698 <ul class="nav1-corner"> 699 <li> <a href="https://modernenergyminimum.org/#what-you-can-do" class="button1 -small" ><span>What you can do</span></a> 700 </li> 701 </ul> 702 </nav> 703 </div> 704 </header> 705 <main class="content1" id="content" style="--dh: 74px; --mh: 40px;"> 706 <div id='tm-1723744781699' class="hero1 -tm:promo-a -short d-default"> 707 <figure class="hero1-image lazyload"> 708 <picture class="img1 -dark lazyload" style="--r: 0.4364; --rm: 0.4364"> 709 <source media="(min-width: 720px)" data-srcset="https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-2500x1091.jpeg 2500w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-2000x873.jpeg 2000w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-1500x654.jpeg 1500w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-1000x436.jpeg 1000w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-500x218.jpeg 500w" /> 710 <source media="(max-width: 719px)" data-srcset="https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-2500x1091.jpeg 2500w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-2000x873.jpeg 2000w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-1500x654.jpeg 1500w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-1000x436.jpeg 1000w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-500x218.jpeg 500w" /> 711 <img class="lazyload" data-src="https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-2500x1091.jpeg 2500w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-2000x873.jpeg 2000w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-1500x654.jpeg 1500w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-1000x436.jpeg 1000w, https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-500x218.jpeg 500w" alt="" /> 712 <noscript><img src="https://modernenergyminimum.org/wp-content/uploads/sites/345/ebae4738e0135408d734da7d7265df81-scaled-e1730219718602-2500x1091.jpeg" alt=""></noscript> 713 </picture> 714 <i class="loader1"></i> 715 </figure> 716 <div class="hero1-main theme1"> 717 <div class="hero1-wrap"> 718 <div class="insert1 -xw:5" reveal="1/1000"> 719 <h1>The <strong>Data</strong></h1> 720 <p>Tracking the Modern Energy Minimum </p> 721 </div> 722 </div> 723 </div> 724 </div> 725 <div id='tm-1723744823208' class="wrap1 -tm:wysiwyg -header d-default"> 726 <div class="wrap1-inner -contain -xw:3"> 727 <div class="body1"> 728 <div class="body1-main"> 729 <h3>Explore how countries measure up to the Modern Energy Minimum.</h3> 730<p><em><span style="font-weight: 400;">This data is beta 1.0, starting with Africa. We will release estimates for Asia and other regions when available.</span></em></p> 731 </div> 732 </div> 733 </div> 734 </div> 735 <div class="feature1 -tm:feature d-comfortable"> 736 <div class="feature1-custom"> 737 <div style="display: flex; justify-content: center; align-items: center; height: 350px; margin-top: 20px;"> 738 <iframe 739 width="1200" 740 height="500" 741 frameborder="0" 742 style="border:0" 743 referrerpolicy="no-referrer-when-downgrade" 744 src="https://datawrapper.dwcdn.net/byui6/27/" 745 allowfullscreen> 746 </iframe> 747</div> </div> 748 </div> 749 <div class="wrap1 -tm:wysiwyg -header d-default"> 750 <div class="wrap1-inner -contain -xw:3"> 751 <div class="body1"> 752 <div class="body1-main"> 753 <h4><img decoding="async" class="wp-image-518 alignleft" src="https://modernenergyminimum.org/wp-content/uploads/sites/345/icon-wave.png" alt="" width="53" height="53" />Population Attaining the Residential MEM Rate (250 kWh/person)</h4>
754 </div> 755 </div> 756 </div> 757 </div> 758 <div class="feature1 -tm:feature d-compact"> 759 <div class="feature1-custom"> 760 <div style="display: flex; justify-content: center; align-items: center; height: 350px; margin-top: 20px;"> 761 <iframe 762 width="800" 763 height="500" 764 frameborder="0" 765 style="border:0" 766 referrerpolicy="no-referrer-when-downgrade" 767 src="https://energy-for-growth-2024.vercel.app/estimate_mem" 768 allowfullscreen> 769 </iframe> 770</div> </div> 771 </div> 772 <div class="wrap1 -tm:wysiwyg d-compact"> 773 <div class="wrap1-inner -contain -xw:3"> 774 <div class="body1"> 775 <div class="body1-main"> 776 <p><em>Source: OEMaps. All data from 2020. Methodology <a href="https://modernenergyminimum.org/wp-content/uploads/sites/345/Methodology-Tracking-the-Modern-Energy-Minimum.pdf" target="_blank" rel="noopener">here</a>. </em></p> 777 </div> 778 </div> 779 </div> 780 </div> 781 <div class="wrap1 -tm:wysiwyg -header d-compact"> 782 <div class="wrap1-inner -contain -xw:3"> 783 <div class="body1"> 784 <div class="body1-main"> 785 <h4><img decoding="async" class="wp-image-518 alignleft" src="https://modernenergyminimum.org/wp-content/uploads/sites/345/icon-wave.png" alt="" width="53" height="53" />Building-Level Electricity Demand, Sample from Kampala, Uganda</h4> 786 </div> 787 </div> 788 </div> 789 </div> 790 <div class="feature1 -tm:feature d-compact"> 791 <div class="feature1-custom"> 792 <div style="display: flex; justify-content: center; align-items: center; height: 350px; margin-top: 20px;"> 793 <iframe 794 width="800" 795 height="500" 796 frameborder="0" 797 style="border:0" 798 referrerpolicy="no-referrer-when-downgrade" 799 src="https://energy-for-growth-2024.vercel.app/elec_demand" 800 allowfullscreen> 801 </iframe> 802</div> </div> 803 </div> 804 <div class="wrap1 -tm:wysiwyg d-compact"> 805 <div class="wrap1-inner -contain -xw:3"> 806 <div class="body1"> 807 <div class="body1-main"> 808 <p><em>Source: OEMaps. All data from 2020. Methodology <a href="https://modernenergyminimum.org/wp-content/uploads/sites/345/Methodology-Tracking-the-Modern-Energy-Minimum.pdf" target="_blank" rel="noopener">here</a>. Access more data <a href="https://www.openenergymaps.org/" target="_blank" rel="noopener">here</a>.</em></p> 809 </div> 810 </div> 811 </div> 812 </div> 813 <div class="wrap1 -tm:wysiwyg d-default"> 814 <div class="wrap1-inner -contain -xw:3"> 815 <div class="body1"> 816 <div class="body1-main"> 817 <h3>Methodology</h3> 818<p>The Energy for Growth Hub is part of a consortium contributing to the Open Energy Maps platform, including Biospheric AI, UMass Amherst, e-GUIDE, the IEA, and Power Africa. We are developing state-of-the-art geospatial machine learning systems to estimate building-level access and demand. These estimates enable us to develop detailed electricity consumption datasets and track progress toward the Modern Energy Minimum.</p> 819<p style="text-align:left"><a href="https://modernenergyminimum.org/wp-content/uploads/sites/345/Methodology-Tracking-the-Modern-Energy-Minimum.pdf" target="_blank" class="button1">Read the Methodology</a></p> 820<p> </p> 821<p> </p> 822 </div> 823 </div> 824 </div> 825 </div> 826 <div class="wrap1 -c:a3 -ta:c -tm:promo-c -arrow d-default"> 827 <div class="wrap1-inner -contain -xw:2 theme1"> 828 <h2>For more, visit Open Energy Maps</h2> 829 <p class="insert1-action"> <a href="https://www.openenergymaps.org/" class="button1 " ><span>Open Energy Maps</span></a> 830 </p> 831 </div> 832 </div> 833 834 </main> 835 <footer class="footer1 footer1-1" id="footer"> 836 <div class="footer1-wrap -contain theme1" g2> 837 <div class="footer1-component logo" flex="column left middle" style="--row:1 / span 1; --col:1 / span 5"> 838 <p class="logo1" style="--dh: 74px; --mh: 40px;"> 839 <a href="https://modernenergyminimum.org" accesskey="h" aria-label="Energy for Growth Hub - Modern Energy Minimum"> 840 <img src="https://modernenergyminimum.org/wp-content/uploads/sites/345/energy-for-growth-hub-1.png" alt="Energy for Growth Hub - Modern Energy Minimum" /> 841 </a> 842 </p> 843 </div> 844 <div class="footer1-component additional-text" flex="column left middle" style="--row:1 / span 3; --col:7 / span 4"> 845 <p><span style="font-weight: 400;">The Modern Energy Minimum is an initiative of the <a href="https://energyforgrowth.org/">Energy for Growth Hub</a>. </span><span style="font-weight: 400;">This data is open source and made possible with support from The Rockefeller Foundation and Google.org.</sp
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