{"id":351,"date":"2014-03-24T17:18:52","date_gmt":"2014-03-24T17:18:52","guid":{"rendered":"https:\/\/www.mbi-geodata.com\/en\/data-offering\/asia\/lebanon-maps\/"},"modified":"2026-02-12T10:59:08","modified_gmt":"2026-02-12T09:59:08","slug":"lebanon-maps","status":"publish","type":"page","link":"https:\/\/www.mbi-geodata.com\/en\/mbi-supplier-manufacturer-worldwide-geodata\/asia\/lebanon-maps\/","title":{"rendered":"Lebanon Admin Maps"},"content":{"rendered":"\n<div class=\"wp-block-cover alignfull\" style=\"min-height:270px;aspect-ratio:unset;\"><img decoding=\"async\" class=\"wp-block-cover__image-background wp-image-10733\" alt=\"Purchasing power data and socio-demographic data can be displayed on a map of Lebanon using the following area boundaries: Mu\u1e25\u0101fa\u1e93\u0101t and Qa\u1e0d\u0101.\" src=\"https:\/\/www.mbi-geodata.com\/~images\/country-overview\/Lebanon_socio-demographics_purchasing-power_area-boundaries_LB.jpg\" style=\"object-position:53% 43%\" data-object-fit=\"cover\" data-object-position=\"53% 43%\"\/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-50 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-ugb-heading ugb-heading ugb-85f0391 ugb-main-block\"><style>.ugb-85f0391 .ugb-heading__title{font-size:40px !important;text-transform:uppercase !important;text-align:center}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h1 class=\"ugb-heading__title\"><meta http-equiv=\"content-type\" content=\"text\/html; charset=utf-8\">Lebanon Purchasing Power, Socio-demographics &amp; Area Boundaries<\/h1><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile is-vertically-aligned-center is-image-fill-element\" style=\"grid-template-columns:31% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.mbi-geodata.com\/~images\/socio-economics\/Lebanon_socioeconomic_data_LB.jpg\" alt=\"Socio-demographic data, purchasing power data and area boundaries can be used to perform a variety of data analyses about Lebanon.\" style=\"object-position:50% 50%\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<div class=\"wp-block-ugb-heading ugb-heading ugb-a22fa0a ugb-main-block\"><style>.ugb-a22fa0a .ugb-heading__title{font-size:32px !important;text-transform:uppercase !important}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h2 class=\"ugb-heading__title\">Your trusted Source of  Geodata for Lebanon for <span class=\"tadv-color\" style=\"color:#000\">Mu\u1e25\u0101fa\u1e93\u0101t and Qa\u1e0d\u0101<\/span><\/h2><\/div><\/div><\/div>\n\n\n\n<p>Discover a comprehensive suite of geodata for Lebanon from our extensive global data offering of <a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/\">sociodemographic<\/a> and <a href=\"https:\/\/www.mbi-geodata.com\/en\/purchasing-power\/\">purchasing power data<\/a>. Elevate your geomarketing, target group analyses, and location studies with our detailed insights. MBI provides accurate <a href=\"https:\/\/www.mbi-geodata.com\/en\/area-boundaries\/\">area boundaries<\/a> (vector boundaries, polygons) with detailed, seamless coverage of the following areas: Mu\u1e25\u0101fa\u1e93\u0101t and Qa\u1e0d\u0101. Our data&#8217;s global consistency and comparability enable you to draw comparisons between Lebanon and any other country worldwide. Additionally, <a href=\"https:\/\/www.mbi-geodata.com\/en\/political-risk-index\/\">political risk data<\/a> allows you to develop targeted adaptation strategies to increase your location, logistics, and investment security.<\/p>\n\n\n\n<p>Tailored for professionals in areas such as expansion planning, risk management, portfolio analysis, and statistical research, our data is accessible in all standard GIS formats and Excel. Licensed from MBI, this data ensures you have the robust information needed for strategic decision-making to drive your sales and business forward and maximize ROI.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-ugb-heading ugb-heading ugb-f2272ce ugb-main-block\"><style>.ugb-f2272ce .ugb-heading__title{font-size:32px !important;text-transform:uppercase !important}@media screen and (min-width:768px){.ugb-f2272ce.ugb-heading{margin-top:50px !important;margin-bottom:0px !important}}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h2 class=\"ugb-heading__title\">Data that can currently be licensed from mbi for Lebanon<\/h2><\/div><\/div><\/div>\n\n\n\n<p>Each attribute or geographical level can be licensed individually.<\/p>\n\n\n<div class=\"geodata__wrap\"><table class=\"geodata geodata_2\"><tbody><tr><th class=\"section-heading\" scope=\"row\" colspan=\"3\">Geographic level<\/th><\/tr><tr class=\"section1\"><th class=\"row-th\" scope=\"row\">Area level<\/th><th class=\"col-th\" scope=\"col\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/area-boundaries\/administrative-area-maps\/\" target=\"_blank\">Administrative<\/a><\/th><th class=\"col-th\" scope=\"col\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/area-boundaries\/administrative-area-maps\/\" target=\"_blank\">Administrative<\/a><\/th><\/tr><tr class=\"section1\">\n<th class=\"row-th\"  scope=\"row\">Name<\/th><th class=\"col-th\" scope=\"col\">Mu\u1e25\u0101fa\u1e93\u0101t<\/th><th class=\"col-th\" scope=\"col\">Qa\u1e0d\u0101<\/th><\/tr><tr class=\"section1 section1_last\">\n<th class=\"row-th\" scope=\"row\">Number of areas<\/th><td>9<\/td><td>26<\/td><\/tr>\n<tr><th class=\"section-heading\" scope=\"row\" colspan=\"3\">Geometry<\/th><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/area-boundaries\/\" target=\"_blank\">Polygons<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><\/tr><tr><th class=\"section-heading\" scope=\"row\" colspan=\"3\">Data \/ Variables<\/th><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/population\/\" target=\"_blank\">Population<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/agebands\/\" target=\"_blank\">Age bands<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/sex-gender\/\" target=\"_blank\">Sex \/ Gender<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/households\/\" target=\"_blank\">Households<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/unemployed\/\" target=\"_blank\">Unemployed<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/purchasing-power\/\" target=\"_blank\">Purchasing power<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/purchasing-power\/consumer-spending\/\" target=\"_blank\">Consumer Spending by Product Groups<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/education\/\" target=\"_blank\">Education (country-specific)<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/marital-status\/\" target=\"_blank\">Marital status (country-specific)<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/consumer-styles\/\" target=\"_blank\">Consumer Styles<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/mobile-trace-data\/global-daytime-population\/\" target=\"_blank\">Daytime Population<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/online-shopping-affinity\/\" target=\"_blank\">Online-Shopping Affinity<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/socio-bundle\/\" target=\"_blank\">Socio Bundle Plus<\/a><\/th><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>No\/Not Available<\/title><path fill=\"#444\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 15v2h-2l-3-4-3 4h-2v-2l4-3-4-3v-2h2l3 4 3-4h2v2l-4 3 4 3z\"\/><\/svg><\/td><\/tr><tr><td><\/td><td><a href=\"https:\/\/www.mbi-geodata.com\/en\/contact-us\/?subject=Lebanon%20%28Mu%E1%B8%A5%C4%81fa%E1%BA%93%C4%81t%29\" class=\"btn\">Get a quote<\/a><\/td><td><a href=\"https:\/\/www.mbi-geodata.com\/en\/contact-us\/?subject=Lebanon%20%28Qa%E1%B8%8D%C4%81%29\" class=\"btn\">Get a quote<\/a><\/td><\/tr>\n<\/tbody><\/table><\/div>\n<div class=\"geodata__wrap geodata__risk\"><table class=\"geodata geodata_4\"><tbody><tr><th class=\"section-heading\" scope=\"row\" colspan=\"5\">Political Risk Data<\/th><\/tr><tr class=\"section1\"><th class=\"row-th\" scope=\"row\"><\/th><th class=\"col-th\" scope=\"col\">Regions<\/th><th class=\"col-th\" scope=\"col\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/self-explaining-political-risk-data\/#SUSAFE-basic\">SUSAFE Basic<\/a><\/th><th class=\"col-th\" scope=\"col\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/self-explaining-political-risk-data\/#calculated-trends\">Calculated Trends<\/a><\/th><th class=\"col-th\" scope=\"col\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/self-explaining-political-risk-data\/#conflict-insights\">Conflict Insights<\/a><\/th><\/tr>\n<tr><th class=\"row-th\" scope=\"row\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/self-explaining-political-risk-data\/\">Self-Explaining Political Risk Data<\/a><\/th><td>10<\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><td><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xml:space=\"preserve\" viewBox=\"0 0 32 32\" width=\"32\" height=\"32\"><title>Yes\/Available<\/title><path fill=\"#28a745\" d=\"M16 4C9 4 4 9 4 16s5 12 12 12 12-5 12-12S23 4 16 4zm5 10-7 6-3-4v-2h1l3 3 5-5h1v2z\"\/><\/svg><\/td><\/tr><tr><td><\/td><td><a href=\"https:\/\/www.mbi-geodata.com\/en\/contact-us\/?subject=Lebanon%20%28Political%20Risk%20Data%29\" class=\"btn\">Get a quote<\/a><\/td><td><a href=\"https:\/\/www.mbi-geodata.com\/en\/contact-us\/?subject=Lebanon%20%28Political%20Risk%20Data%3A%20SUSAFE%20Basic%29\" class=\"btn\">Get a quote<\/a><\/td><td><a href=\"https:\/\/www.mbi-geodata.com\/en\/contact-us\/?subject=Lebanon%20%28Political%20Risk%20Data%3A%20Calculated%20Trends%29\" class=\"btn\">Get a quote<\/a><\/td><td><a href=\"https:\/\/www.mbi-geodata.com\/en\/contact-us\/?subject=Lebanon%20%28Political%20Risk%20Data%3A%20Conflict%20Insights%29\" class=\"btn\">Get a quote<\/a><\/td><\/tr>\n<\/tbody><\/table><\/div>\n\n\n\n\n<div class=\"wp-block-ugb-icon-list ugb-icon-list ugb-bf20e93 ugb-icon-list--v2 ugb-main-block\"><style>.ugb-bf20e93 li{--icon-size:25px !important;margin-bottom:8px !important}.ugb-bf20e93 li::before{width:25px !important;height:25px !important;background-image:url('data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAxOTAgMTkwIj48cG9seWdvbiBwb2ludHM9IjE3My44LDI4LjQgNjAuNCwxNDEuOCAxNS43LDk3LjIgNS4xLDEwNy44IDYwLjQsMTYzIDE4NC40LDM5IDE3My44LDI4LjQiLz48L3N2Zz4=')}.ugb-bf20e93 li:nth-child(1):before{background-image:url('data:image\/svg+xml;base64,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')}.ugb-bf20e93 li:nth-child(2):before{background-image:url('data:image\/svg+xml;base64,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')}.ugb-bf20e93 li ul{margin-bottom:8px !important}.ugb-bf20e93.ugb-icon-list ul{columns:1}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><ul><li>= available<\/li><li>= not available<\/li><\/ul><\/div><\/div><\/div>\n\n\n\n<div style=\"height:5px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-ugb-heading ugb-heading ugb-adfdd68 ugb-main-block\"><style>.ugb-adfdd68 .ugb-heading__title{font-size:32px !important;text-transform:uppercase !important}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h2 class=\"ugb-heading__title\">Geodata for Lebanon: Insights for Resilience and Growth<\/h2><\/div><\/div><\/div>\n\n\n\n<p>Lebanon, with its rich historical heritage, diverse cultural landscape, and strategic Mediterranean location, is at a crossroads of tradition and modernity. The country faces unique challenges, including economic pressures and infrastructure development needs. Lebanon\u2019s pursuit of resilience and growth stands to be supported by the strategic use of geodata. MBI\u2019s offerings for Lebanon are tailored to these needs, providing essential insights for geomarketing, GIS, expansion planning, spatial analysis, transportation planning, location intelligence analysis, and risk management.<\/p>\n\n\n\n<div class=\"wp-block-ugb-heading ugb-heading ugb-00e940d ugb-main-block\"><style>.ugb-00e940d .ugb-heading__title{font-size:26px !important;text-transform:uppercase !important}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h3 class=\"ugb-heading__title\">Geographical Levels and Products<\/h3><\/div><\/div><\/div>\n\n\n\n<p>For Lebanon, MBI&#8217;s geodata is focused on the &#8220;Mu\u1e25\u0101fa\u1e93\u0101t&#8221; (Governorates) level. This level of granularity allows for strategic planning and analysis across the country&#8217;s diverse regions, offering products including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Population and Daytime Population<\/strong>: The population data helps to understand where people live, while the daily population indicates where people usually spend their day, for example at work.<\/li>\n\n\n\n<li><strong>Consumer Styles and Purchasing Power<\/strong>: Provides insights into consumer behaviors, preferences, and economic capabilities, supporting market analysis.<\/li>\n\n\n\n<li><strong>Socio Demographics and Digital Boundaries<\/strong>: Facilitates targeted development initiatives and precise mapping for infrastructure development.<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-ugb-columns ugb-columns ugb-1b83252 ugb-columns--design-plain ugb-columns--columns-2 ugb-main-block\"><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><div class=\"ugb-columns__item ugb-1b83252-content-wrapper\">\n<div class=\"wp-block-ugb-column ugb-column ugb-96cb1eb ugb-column--design-plain ugb-main-block\"><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><div class=\"ugb-column__item ugb-96cb1eb-column-wrapper\"><div class=\"ugb-column__content-wrapper\">\n<div class=\"wp-block-ugb-heading ugb-heading ugb-3358422 ugb-main-block\"><style>.ugb-3358422 .ugb-heading__title{font-size:26px !important;text-transform:uppercase !important}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h3 class=\"ugb-heading__title\">Country-Specific Insights<\/h3><\/div><\/div><\/div>\n\n\n\n<p>In Lebanon, detailed geodata stands to inform strategies to navigate economic challenges and enhance public services. Insights into governorate-level demographics, consumer behavior, and economic trends support targeted initiatives across sectors such as healthcare, education, and retail, aiming to bolster economic resilience and social inclusivity. Additionally, digital boundary data underpins infrastructure and urban planning projects, ensuring they align with local needs.<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-ugb-column ugb-column ugb-9ceb71a ugb-column--design-plain ugb-main-block\"><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><div class=\"ugb-column__item ugb-9ceb71a-column-wrapper\"><div class=\"ugb-column__content-wrapper\">\n<div class=\"wp-block-ugb-heading ugb-heading ugb-596d68a ugb-main-block\"><style>.ugb-596d68a .ugb-heading__title{font-size:26px !important;text-transform:uppercase !important}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h3 class=\"ugb-heading__title\">Use Case<\/h3><\/div><\/div><\/div>\n\n\n\n<p><strong>Economic Diversification Strategies<\/strong>: Leveraging consumer styles and purchasing power insights, policymakers and businesses can develop initiatives to diversify Lebanon\u2019s economy, focusing on sectors like tourism, tech startups, and green energy, aiming to stimulate growth and job creation.<\/p>\n\n\n\n<p><a id=\"_msocom_1\"><\/a><\/p>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"alignfull wp-block-ugb-columns ugb-columns ugb-8c45a04 ugb-columns--design-plain ugb-columns--columns-2 ugb-main-block ugb--has-custom-content-width ugb--has-custom-content-width-tablet ugb-main-block--inner-wide ugb--has-block-background ugb--has-background-overlay\"><style>.ugb-8c45a04 > .ugb-inner-block > .ugb-block-content > .ugb-columns__item{grid-template-columns:1.24fr 0.76fr !important}.ugb-8c45a04.ugb-columns{background-color:#000000;background-attachment:fixed;background-image:url(https:\/\/www.mbi-geodata.com\/en\/wp-content\/uploads\/sites\/3\/2022\/05\/Globe_Background.jpg)}.ugb-8c45a04.ugb-columns > .ugb-inner-block{min-width:auto !important;max-width:1369px !important}.ugb-8c45a04.ugb-columns:before{background-color:#000000;opacity:0.3}@media screen and (min-width:768px){.ugb-8c45a04.ugb-columns{padding-top:20px !important;padding-right:20px !important;padding-bottom:20px !important;padding-left:20px !important}}@media screen and (max-width:1025px){.ugb-8c45a04.ugb-columns > .ugb-inner-block{min-width:auto !important;max-width:850px !important}}<\/style><div class=\"ugb-inner-block ugb-inner-block--wide\"><div class=\"ugb-block-content\"><div class=\"ugb-columns__item ugb-8c45a04-content-wrapper\">\n<div class=\"wp-block-ugb-column ugb-column ugb-8eb5f9d ugb-column--design-plain ugb-main-block\"><style>@media screen and (min-width:768px){.ugb-8eb5f9d > .ugb-inner-block > .ugb-block-content > *{padding-right:35px !important}}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><div class=\"ugb-column__item ugb-8eb5f9d-column-wrapper\"><div class=\"ugb-column__content-wrapper\">\n<div class=\"wp-block-ugb-heading ugb-heading ugb-f18ce96 ugb-main-block\"><style>.ugb-f18ce96 .ugb-heading__title{font-size:32px !important;text-transform:uppercase !important;margin-bottom:30px !important}@media screen and (min-width:768px){.ugb-f18ce96.ugb-heading{padding-top:20px !important}}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h2 class=\"ugb-heading__title\"><span style=\"color: #fff;\" class=\"ugb-highlight\">Advantages of our administrative Boundaries<\/span><\/h2><\/div><\/div><\/div>\n\n\n\n<ul class=\"wp-block-list has-white-color has-text-color\">\n<li>Worldwide, seamless coverage of postal and administrative boundaries<\/li>\n\n\n\n<li>The layers are topographically correct and country borders fit seamlessly together without overlaps and gaps<\/li>\n\n\n\n<li>Data and areas can be easily combined in one layer thanks to a unique key, enabling cross-country analysis<\/li>\n\n\n\n<li>Constant updates guarantee a current data status<\/li>\n\n\n\n<li>The vintage compatibility between the MBI boundaries and the MBI Sociodemographic and Purchasing Power data is guaranteed<\/li>\n\n\n\n<li>Simple update by uniform layout of the layer names<\/li>\n\n\n\n<li>The higher-level area hierarchies are included with the boundary files<\/li>\n\n\n\n<li>Digital boundaries are in a vector format to allow visualization in any zoom levels<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-ugb-column ugb-column ugb-f1b0b82 ugb-column--design-plain ugb-main-block\"><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><div class=\"ugb-column__item ugb-f1b0b82-column-wrapper\"><div class=\"ugb-column__content-wrapper\">\n<div class=\"wp-block-cover aligncenter\" style=\"padding-top:50px;padding-right:50px;padding-bottom:50px;padding-left:50px\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-very-dark-gray-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.mbi-geodata.com\/de\/wp-content\/uploads\/sites\/2\/2021\/07\/lightbulb-1_icon-icons.com_56942.png\" alt=\"\" class=\"wp-image-9531\" style=\"width:100px;height:100px\"\/><\/figure><\/div>\n\n\n<div class=\"wp-block-ugb-heading ugb-heading ugb-a21a7bb ugb-main-block\"><style>.ugb-a21a7bb .ugb-heading__title{font-size:32px !important;font-weight:500 !important;text-transform:uppercase !important;text-align:center}.ugb-a21a7bb .ugb-inner-block{text-align:center}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h2 class=\"ugb-heading__title\">Smart Combination<\/h2><\/div><\/div><\/div>\n\n\n\n<p>The territorial vintages of the worldwide area boundaries are compatible with our globally consistent and comparable socio-economic data. We offer you a reliable basis for well-founded and data-based decisions. If desired, we can integrate the MBI data directly into our digital boundaries. So, you can load them directly into your system without any additional steps and use them immediately.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-mbi-red-background-color has-background has-regular-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/www.mbi-geodata.com\/en\/sociodemographic-data\/\">Demographics<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-mbi-red-background-color has-background has-regular-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/www.mbi-geodata.com\/en\/purchasing-power-overview\/\">Purchasing Power<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-mbi-red-background-color has-background has-regular-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/www.mbi-geodata.com\/en\/political-risk-index\/\">Risk Data<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-mbi-red-background-color has-background has-regular-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/www.mbi-geodata.com\/en\/mobile-trace-data\/\">Mobile Trace Data<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"alignwide wp-block-ugb-image-box ugb-image-box ugb-42e615f ugb-image-box--v4 ugb-image-box--columns-4 ugb-image-box--design-basic ugb-image-box--align-left ugb-main-block\"><style>.ugb-42e615f .ugb-image-box__box{border-radius:0px !important}.ugb-42e615f .ugb-image-box__item{height:330px !important;justify-content:flex-start !important}.ugb-42e615f .ugb-image-box__item1 .ugb-image-box__image{background-image:url(https:\/\/www.mbi-geodata.com\/en\/wp-content\/uploads\/sites\/3\/2022\/05\/earth_country_availability.jpg)}.ugb-42e615f .ugb-image-box__item2 .ugb-image-box__image{background-image:url(https:\/\/www.mbi-geodata.com\/en\/wp-content\/uploads\/sites\/3\/2022\/04\/Area_Boundaries-1.jpg)}.ugb-42e615f .ugb-image-box__item3 .ugb-image-box__image{background-image:url(https:\/\/www.mbi-geodata.com\/en\/wp-content\/uploads\/sites\/3\/2022\/04\/Data_Formats.jpg)}.ugb-42e615f .ugb-image-box__item4 .ugb-image-box__image{background-image:url(https:\/\/www.mbi-geodata.com\/en\/wp-content\/uploads\/sites\/3\/2022\/04\/Datalink_API.jpg)}.ugb-42e615f .ugb-image-box__item:hover .ugb-image-box__overlay-hover{opacity:0.7 !important}.ugb-42e615f .ugb-image-box__title{font-size:24px !important;text-align:center !important;margin-bottom:20px !important}.ugb-42e615f .ugb-inner-block{text-align:left}@media screen and (min-width:768px){.ugb-42e615f.ugb-image-box{padding-right:0px !important;padding-left:0px !important}}@media screen and (min-width:768px) and (max-width:1025px){.ugb-42e615f .ugb-image-box__item{height:300px !important}}@media screen and (max-width:768px){.ugb-42e615f .ugb-image-box__item{height:300px !important}}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><div class=\"ugb-image-box__item ugb-image-box__item1 ugb-image-box__box\"><div class=\"ugb-image-box__box ugb-image-box__image-wrapper\"><div class=\"ugb-image-box__box ugb-image-box__image\" role=\"img\" aria-label=\"COUNTRY AVAILABILITY\"><\/div><\/div><div class=\"ugb-image-box__box ugb-image-box__overlay-hover\"><\/div><div class=\"ugb-image-box__content\"><div class=\"ugb-image-box__header\"><h4 class=\"ugb-image-box__title\">COUNTRY AVAILABILITY<\/h4><\/div><p class=\"ugb-image-box__description\"><a href=\"https:\/\/www.mbi-geodata.com\/en\/mbi-supplier-manufacturer-worldwide-geodata\/europe\/\">Europe<\/a> | <a href=\"https:\/\/www.mbi-geodata.com\/en\/mbi-supplier-manufacturer-worldwide-geodata\/north-america\/\">North America<\/a> | <a href=\"https:\/\/www.mbi-geodata.com\/en\/mbi-supplier-manufacturer-worldwide-geodata\/south-america\/\">South America<\/a> | <a href=\"https:\/\/www.mbi-geodata.com\/en\/mbi-supplier-manufacturer-worldwide-geodata\/asia\/\">Asia<\/a> | <a href=\"https:\/\/www.mbi-geodata.com\/en\/mbi-supplier-manufacturer-worldwide-geodata\/oceania\/\">Oceania<\/a> | <a href=\"https:\/\/www.mbi-geodata.com\/en\/mbi-supplier-manufacturer-worldwide-geodata\/africa\/\">Africa<\/a><\/p><\/div><\/div><div class=\"ugb-image-box__item ugb-image-box__item2 ugb-image-box__box\"><div class=\"ugb-image-box__box ugb-image-box__image-wrapper\"><div class=\"ugb-image-box__box ugb-image-box__image\" role=\"img\" aria-label=\"AREA BOUNDARIES\"><\/div><\/div><div class=\"ugb-image-box__box ugb-image-box__overlay-hover\"><\/div><div class=\"ugb-image-box__content\"><div class=\"ugb-image-box__header\"><h4 class=\"ugb-image-box__title\">AREA BOUNDARIES<\/h4><\/div><p class=\"ugb-image-box__description\">\u2022  Postcode Level<br>\u2022  Administrative Area Level<br>\u2022  Small Area Level<br><br><a href=\"https:\/\/www.mbi-geodata.com\/en\/area-boundaries\/\">&gt; LEARN MORE<\/a><\/p><\/div><a class=\"ugb-image-box__overlay-link\" href=\"https:\/\/www.mbi-geodata.com\/en\/area-boundaries\/\" title=\"AREA BOUNDARIES\" aria-label=\"AREA BOUNDARIES\"><\/a><\/div><div class=\"ugb-image-box__item ugb-image-box__item3 ugb-image-box__box\"><div class=\"ugb-image-box__box ugb-image-box__image-wrapper\"><div class=\"ugb-image-box__box ugb-image-box__image\" role=\"img\" aria-label=\"DATA FORMATS\"><\/div><\/div><div class=\"ugb-image-box__box ugb-image-box__overlay-hover\"><\/div><div class=\"ugb-image-box__content\"><div class=\"ugb-image-box__header\"><h4 class=\"ugb-image-box__title\">DATA FORMATS<\/h4><\/div><p class=\"ugb-image-box__description\">Tab delimited file (TXT) | KML | Access database (MDB) | Excel (xls) | Esri Shapefile (.shp) | Esri Geodatabase (.gdb) | MapInfo (.tab, .tabx) | MapInfo MIF\/MID | GeoJSON | GeoParquet (.parquet) | GeoPackage (.gpkg) | more on request<br><br><a href=\"https:\/\/www.mbi-geodata.com\/en\/data-formats\/\">> LEARN MORE<\/a><\/p><\/div><a class=\"ugb-image-box__overlay-link\" href=\"https:\/\/www.mbi-geodata.com\/en\/data-formats\/\" title=\"DATA FORMATS\" aria-label=\"DATA FORMATS\"><\/a><\/div><div class=\"ugb-image-box__item ugb-image-box__item4 ugb-image-box__box\"><div class=\"ugb-image-box__box ugb-image-box__image-wrapper\"><div class=\"ugb-image-box__box ugb-image-box__image\" role=\"img\" aria-label=\"DATALINK API\"><\/div><\/div><div class=\"ugb-image-box__box ugb-image-box__overlay-hover\"><\/div><div class=\"ugb-image-box__content\"><div class=\"ugb-image-box__header\"><h4 class=\"ugb-image-box__title\">DATALINK API<\/h4><\/div><p class=\"ugb-image-box__description\">Easy access to a variety of MBI data<br>\u2022  Datalink Desktop<br>\u2022  Datalink Rest API<br><a href=\"https:\/\/www.mbi-geodata.com\/en\/datalink-api\/\"><br>&gt; LEARN MORE<\/a><\/p><\/div><a class=\"ugb-image-box__overlay-link\" href=\"https:\/\/www.mbi-geodata.com\/en\/datalink-api\/\" title=\"DATALINK API\" aria-label=\"DATALINK API\"><\/a><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cover alignwide\" style=\"min-height:300px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-mbi-red-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-ugb-heading ugb-heading ugb-140d24f ugb-main-block\"><style>.ugb-140d24f .ugb-heading__title{font-size:22px !important;font-weight:500 !important;text-align:center}.ugb-140d24f .ugb-inner-block{text-align:center}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><h4 class=\"ugb-heading__title\">TELL US WHERE YOU ARE HEADING.<br>WE WILL GLADLY ASSIST YOU IN SELECTING THE DATA NEEDED TO REACH YOUR GOAL.<\/h4><p class=\"ugb-heading__subtitle\"> Didn&#8217;t find what you are looking for or have another question? 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background-color:#999; color:#fff\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 32 32\"><path fill=\"#999\" d=\"M32 12.7v14.2q0 1.2-0.8 2t-2 0.9h-26.3q-1.2 0-2-0.9t-0.8-2v-14.2q0.8 0.9 1.8 1.6 6.5 4.4 8.9 6.1 1 0.8 1.6 1.2t1.7 0.9 2 0.4h0.1q0.9 0 2-0.4t1.7-0.9 1.6-1.2q3-2.2 8.9-6.1 1-0.7 1.8-1.6zM32 7.4q0 1.4-0.9 2.7t-2.2 2.2q-6.7 4.7-8.4 5.8-0.2 0.1-0.7 0.5t-1 0.7-0.9 0.6-1.1 0.5-0.9 0.2h-0.1q-0.4 0-0.9-0.2t-1.1-0.5-0.9-0.6-1-0.7-0.7-0.5q-1.6-1.1-4.7-3.2t-3.6-2.6q-1.1-0.7-2.1-2t-1-2.5q0-1.4 0.7-2.3t2.1-0.9h26.3q1.2 0 2 0.8t0.9 2z\"\/><\/svg><\/span><\/a><\/li><\/ul><\/div>","protected":false},"excerpt":{"rendered":"<p>Data that can currently be licensed from mbi for Lebanon Each attribute or geographical level can be licensed individually. = available = not available Advantages of our administrative Boundaries<\/p>\n","protected":false},"author":10,"featured_media":0,"parent":44,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","ngg_post_thumbnail":0,"_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"footnotes":""},"class_list":["post-351","page","type-page","status-publish","hentry"],"acf":[],"featured_image_urls_v2":{"full":"","thumbnail":"","medium":"","medium_large":"","large":"","1536x1536":"","2048x2048":"","mini":"","post-thumbnail":"","gform-image-choice-sm":"","gform-image-choice-md":"","gform-image-choice-lg":""},"post_excerpt_stackable_v2":"<p>Lebanon Purchasing Power, Socio-demographics &amp; Area Boundaries Your trusted Source of Geodata for Lebanon for Mu\u1e25\u0101fa\u1e93\u0101t and Qa\u1e0d\u0101 Discover a comprehensive suite of geodata for Lebanon from our extensive global data offering of sociodemographic and purchasing power data. Elevate your geomarketing, target group analyses, and location studies with our detailed insights. MBI provides accurate area boundaries (vector boundaries, polygons) with detailed, seamless coverage of the following areas: Mu\u1e25\u0101fa\u1e93\u0101t and Qa\u1e0d\u0101. Our data&#8217;s global consistency and comparability enable you to draw comparisons between Lebanon and any other country worldwide. Additionally, political risk data allows you to develop targeted adaptation strategies to&hellip;<\/p>\n","category_list_v2":"","author_info_v2":{"name":"jasmin","url":"https:\/\/www.mbi-geodata.com\/en\/author\/jasmin\/"},"comments_num_v2":"0 comments","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Geodata and Area Boundaries for Lebanon for Geomarketing<\/title>\n<meta name=\"description\" content=\"Geodata for Lebanon \u2013 area boundaries, sociodemographic data and purchasing power data \u2013 globally consistent and comparable.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mbi-geodata.com\/en\/mbi-supplier-manufacturer-worldwide-geodata\/asia\/lebanon-maps\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" 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