go-v.org · sovereign estate

Lebanon LB

Middle East, North Africa, Afghanistan & Pakistan · Lower middle income · capital Beirut

Population
5,849,421
2025
GDP
$26.0 billion
2024
Life expectancy
77.9 y
2024

In the live services

corpusrows for this country
recipes4
legal154,602

Geospatial extent

Bounding box 35.10°–36.60° E, 33.06°–34.69° N · centroid 33.87, 35.85 · source natural-earth-1:110m

Map © OpenStreetMap contributors (ODbL). Extent only; no cadastre or address data.

Open larger map

Top research institutions

OpenAlex works counts; not a quality ranking.

Legal system

mixed system of civil law based on the French civil code, Ottoman legal tradition, and religious laws covering personal status, marriage, divorce, and other family relations of the Jewish, Islamic, and Christian communities

CIA World Factbook (factbook.json)

Measured indicators

indicatorvalueyearsource
account_ownership23.02024World Bank FX.OWN.TOTL.ZS
Account ownership (% age 15+)23.02024World Bank
Agricultural land (% of land)63.72024World Bank
air_freight34.42023World Bank IS.AIR.GOOD.MT.K1
Air passengers carried2,693,218.02023World Bank
airline_routes_departures67.02026OpenFlights route database
airports_openflights3.02026OpenFlights airport database
airports_total23,751.02023World Bank IS.AIR.DPRT
armed_forces_pct4.12020World Bank MS.MIL.TOTL.TF.ZS
armed_forces_personnel80,000.02020World Bank MS.MIL.TOTL.P1
Arms imports (SIPRI TIV)9,000,000.02024World Bank
arrivals1,936,000.02019World Bank ST.INT.ARVL
atm_per_100k32.92024World Bank FB.ATM.TOTL.P5
bachelors_attainment_pct22.12019World Bank SE.TER.CUAT.BA.ZS
bank_branches_p515.92024World Bank FB.CBK.BRCH.P5
bank_capital_ratio_pct8.62019World Bank FB.BNK.CAPA.ZS
bank_capital_to_assets_pct8.62019World Bank FB.BNK.CAPA.ZS
basic_water_pct92.62024World Bank
Battle-related deaths (UCDP)4,335.02024World Bank
broad_money_growth4.22017World Bank FM.LBL.BMNY.ZG
broad_money_pct260.62017World Bank FM.LBL.BMNY.GD.ZS
broad_money_pct_gdp260.62017World Bank FM.LBL.BMNY.GD.ZS
budget_expense_pct_gdp6.32021World Bank
cereal_tonnes119,830.22024World Bank AG.PRD.CREL.MT
che_gdp_pct5.62023WHO Global Health Observatory GHED_CHEGDP_SHA2011
che_per_capita_usd260.82023WHO Global Health Observatory GHED_CHE_pc_US_SHA2011
child_stunting_pct13.92023World Bank World Development Indicators (2026)
claims_on_central_gov37.12018World Bank FS.AST.CGOV.GD.ZS
clean_fuels_cooking90.02024World Bank EG.CFT.ACCS.ZS
Clinical trials involving this country (ClinicalTrials.gov)801.02026ClinicalTrials.gov v2 (country from trial locations)
container_port_traffic762,062.02024World Bank IS.SHP.GOOD.TU
container_traffic_teu41.62021World Bank IS.SHP.GCNW.XQ
contradictions_total2.02026encyclopedia.db prose claim graph (precision-gated advisory; P17/P27 subject)
cpi8,882.62025World Bank FP.CPI.TOTL
crime_unodc_cts_assault412.02006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Assault.xls
crime_unodc_cts_assault_rate10.12006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Assault.xls
crime_unodc_cts_drug_crimes_data_drug_trafficking688.02006https://www.unodc.org/documents/data-and-analysis/statistics/crime/Drug_related_crimes.xls
crime_unodc_cts_drug_crimes_data_drug_trafficking_rate16.72006https://www.unodc.org/documents/data-and-analysis/statistics/crime/Drug_related_crimes.xls
crime_unodc_cts_drug_crimes_data_total_drug_related_crime1,432.02006https://www.unodc.org/documents/data-and-analysis/statistics/crime/Drug_related_crimes.xls
crime_unodc_cts_drug_crimes_data_total_drug_related_crime_rate34.72006https://www.unodc.org/documents/data-and-analysis/statistics/crime/Drug_related_crimes.xls
crime_unodc_cts_kidnapping37.02006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Kidnapping.xls
crime_unodc_cts_kidnapping_rate0.92006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Kidnapping.xls
crime_unodc_cts_robbery146.02006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Robbery.xls
crime_unodc_cts_robbery_rate3.62006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Robbery.xls
crime_unodc_cts_sexual_violence_cts_2011_rape19.02006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Sexual_violence.xls
crime_unodc_cts_sexual_violence_cts_2011_rape_rate0.52006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Sexual_violence.xls
crime_unodc_cts_theft1,685.02006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Theft.xls
crime_unodc_cts_theft_rate41.12006https://www.unodc.org/documents/data-and-analysis/statistics/crime/CTS12_Theft.xls
crime_unodc_intentional_homicide_victims4.02016https://data.humdata.org/dataset/dcfea0b9-3f1d-47d8-b118-5207bc6149b5/resource/da23d592-5bc9-4068-aaaf-844cf914faca/download/homicide_report_total_and_sex.xlsx
crop_production_idx91.02024World Bank AG.PRD.CROP.XD
cts_assault_count7,491.02016UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
cts_assault_rate118.52016UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
cts_homicide_count153.02024UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
cts_homicide_rate2.62024UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
cts_homicide_suspects665.02013UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
cts_robbery_count2,789.02015UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
cts_robbery_rate43.12015UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
cts_sexual_violence_count1.02023UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
cts_sexual_violence_rate0.02023UNODC Crime Trends Survey (CTS) member-state responses, data.unodc.org bulk download (keyless)
Ease of doing business rank (archived DB2020)143.02020World Bank Doing Business archive (DB2020 revised, project discontinued 2021)
Ease of doing business score (archived DB2020)54.32020World Bank Doing Business archive (DB2020 revised, project discontinued 2021)
defense_spend_usd828,299,104.22025World Bank MS.MIL.XPND.CD
dentists_per_10k19.22018WHO Global Health Observatory HWF_0006
deposit_rate9.72019World Bank FR.INR.DPST
deposit_rate_pct9.72019World Bank FR.INR.DPST
Emigrants living abroad (UN DESA 2020)349,915.02020UN DESA International Migrant Stock 2020 (bulk xlsx)
International migrant stock (UN DESA 2020)873,056.02020UN DESA International Migrant Stock 2020 (bulk xlsx)
domestic_credit_private_pct106.62017World Bank FS.AST.PRVT.GD.ZS
dpt_immun_pct49.02024World Bank SH.IMM.IDPT
edu_spend_per_student_secondary6.42013World Bank SE.XPD.SECO.PC.ZS
edu_spend_per_student_tertiary19.52013World Bank SE.XPD.TERT.PC.ZS
education_spend_pct_gdp1.22024World Bank World Development Indicators (2026)
education_spend_secondary17.12013World Bank SE.XPD.SECO.ZS
education_spend_tertiary28.72013World Bank SE.XPD.TERT.ZS
Access to electricity (%)100.02024World Bank
electricity_access_rural100.02024World Bank EG.ELC.ACCS.RU.ZS
electricity_access_urban100.02024World Bank EG.ELC.ACCS.UR.ZS
electricity_capacity_gw4.12024Ember yearly electricity data (2026)
electricity_consumption_pc847.62024World Bank EG.USE.ELEC.KH.PC
electricity_emissions_mtco2e2.12024Ember yearly electricity data (2026)
showing 80 of 70,808 measured series — full list: CSV · JSON

Language

English canonical body. 304 name labels held (Wikidata). Missing languages are absent, not machine-translated.

Lane coverage

Measured, not promised
lanestatus what exists
patents · serviceYELLOW · partialstale data (2015) 2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 patent-document corpus (0%); only patent-count series present. Missing: full national patent-office document corpus. source
legal · serviceYELLOW · partial154,602 primary-law documents, 154,601 with full text mirrored (newest 2026-09-10); corpus covers this jurisdiction's official texts, not every instrument ever made source
alerts · serviceGREEN · ingested0 alerts in current GDACS/USGS window (measured, not an all-clear). | 2026-10-29 audit: VERIFIED COMPLETE — full current GDACS (125) + USGS (284) window (409 alert rows) with per-record metadata. Kept green. source
defense · serviceGREEN · ingestedmilitary expenditure (% of GDP), SIPRI series via World Bank; not procurement, capabilities or intent source
space · serviceYELLOW · partialno orbital launch site in this country in the GCAT launch log (1942-2026) source
maps · serviceGREEN · ingestedNatural Earth 1:10m boundary + centroid + bbox area computed (2.5 deg2); no cadastre, address data or navigation map. GADM L0 fallback: ok (gadm41_LBN_0.json). | 2026-10-29 audit: VERIFIED COMPLETE — Natural Earth 1:10m boundary + GADM L0 fallback for every mapped country; complete geodata record set. Kept green. source
passport · serviceGLOBAL · service livepass.go-v.org is live; per-country identity documents are NOT ingested source
research · serviceGREEN · ingested44,874 scholarly works since 2021 with authoring institutions here (OpenAlex); a publication index, not a quality ranking source
economy · serviceGREEN · ingestedGDP per capita, current US$ (World Bank); not a cost-of-living or inequality measure source
health · serviceGREEN · ingestedlife expectancy at birth, World Bank; not a health system performance rating source
education · serviceYELLOW · partialprimary school enrolment (% gross), World Bank; tertiary data is shown when available source
energy · serviceGREEN · ingestedaccess to electricity (% of population), World Bank source
water · serviceYELLOW · partialat least basic drinking water (% of population), World Bank/WHO; safely managed data shown when available source
connectivity · serviceYELLOW · partialfixed broadband subscriptions per 100 people, World Bank/ITU; internet-user share shown when available source
crimeGREEN · ingestedstale data (2020) intentional homicides per 100,000 people (UNODC series via World Bank); recorded homicides only source
conflictYELLOW · partialbattle-related deaths (UCDP series via World Bank); one definition of armed conflict, not all violence source
businessYELLOW · partialstale data (2020) 2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 text corpus (0%); 1 numeric series/indicator(s) only. Missing: full company/enterprise registry corpus. source
scienceGREEN · ingestedOpenAlex institutions snapshot 2026-10: 82 institutions, works counted per country; CC0 1.0. source
prisonYELLOW · partialstale data (2023) 2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 text corpus (0%); 1 numeric series/indicator(s) only. Missing: full World Prison Brief prison corpus. source
interpolYELLOW · partial11 public Interpol Red Notice(s) in the 2026-11-08T00:47:49Z snapshot list a national of this country. Not a crime rate; Interpol controls/withdraws notices and the unfiltered public API is capped, so the set is incomplete. source
armsYELLOW · partialSIPRI arms-transfer trend indicator values (imports and exports) via the World Bank; TIV is a trend measure, not currency source
sanctionsGREEN · ingestedOFAC SDN 357 + UN consolidated 4 + EU 24 designation reference(s), snapshot 2026-10-26; counts are list references (text/code attribution), not convictions or proof of activity; 0 is a measured zero against these three ingested lists | 2026-10-29 audit: VERIFIED COMPLETE — full OFAC SDN (19,471), UN consolidated (1,001) and EU (11,154) designation lists with per-record metadata (snapshot 2026-10-26). Kept green. source
agricultureGREEN · ingestedagricultural land (% of land area), World Bank/FAO source
foodYELLOW · partialprevalence of undernourishment (%), World Bank/FAO; a modelled estimate, not a survey of every household source
laborYELLOW · partialstale data (2023) unemployment (% of labour force), ILO modelled estimate via World Bank source
financeYELLOW · partialaccount ownership (% age 15+), World Bank Findex source
environmentGREEN · ingestedforest area (% of land area), World Bank/FAO source
tradeGREEN · ingestedtrade (% of GDP), World Bank source
migrationYELLOW · partialnet migration (5-year estimate), World Bank/UN source
tourismYELLOW · partial2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 text corpus (0%); 10 numeric series/indicator(s) only. Missing: full UNWTO tourism corpus. source
housingYELLOW · partialurban population (% of total), World Bank; not a housing-cost or tenure measure source
transportYELLOW · partialair passengers carried, World Bank/ICAO; one mode only source
investmentYELLOW · partial2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 text corpus (0%); 1 numeric series/indicator(s) only. Missing: full FDI/investment corpus. source
remittancesYELLOW · partial2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 text corpus (0%); 1 numeric series/indicator(s) only. Missing: full WB/IMF remittance corpus. source
health_financeYELLOW · partialstale data (2023) 2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 text corpus (0%); 1 numeric series/indicator(s) only. Missing: full WHO GHED health-finance corpus. source
budgetYELLOW · partialstale data (2021) 2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 text corpus (0%); 1 numeric series/indicator(s) only. Missing: full national budget/tender corpus. source
treatyYELLOW · partial2026-10-29 audit: demoted green->yellow (SERIES_ONLY). 0 of 1 text corpus (0%); 1 numeric series/indicator(s) only. Missing: full UNTC treaty-text corpus. source

Related in this region

Afghanistan Algeria Bahrain Djibouti Egypt, Arab Rep. Iran, Islamic Rep. Iraq Israel

Backlinks

Department pages with measured records for Lebanon:

patents legal alerts defense space maps research economy health education energy water connectivity crime conflict business science prison interpol arms sanctions agriculture food labor finance environment trade migration tourism housing transport investment remittances health_finance budget treaty

patents recipes legal alerts defense space passport research

estate.json .well-known alias

Cite this page

Lebanon (LB). go-v.org estate, https://estate.116.202.234.183.nip.io/lb. Data: World Bank Open Data, OpenAlex, WIPO, Natural Earth, OpenStreetMap. Accessed 2026-11-08.