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Monthly energy price estimates by product and market
12 countries, 418 markets, 2007/01/01-2024/12/01, version 2024/12/02

Afghanistan, Armenia, Gambia, The...and 9 more, 2007 - 2024
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Reference ID
WLD_2023_RTEP_v01_M
Producer(s)
Bo Pieter Johannes Andrée
Collection(s)
Fragility, Conflict and Violence
Metadata
DDI/XML JSON
Created on
Jan 24, 2024
Last modified
Dec 05, 2024
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  • Identification
  • Version
  • Scope
  • Coverage
  • Producers and sponsors
  • Data collection
  • Access policy
  • Data Access
  • Disclaimer and copyrights
  • Additional metadata

    • Identification

    Survey ID number

    WLD_2023_RTEP_v01_M
    Title

    Monthly energy price estimates by product and market
    Subtitle

    12 countries, 418 markets, 2007/01/01-2024/12/01, version 2024/12/02
    Abbreviation or Acronym

    Real Time Energy Prices
    Country/Economy
    Name Country code
    Afghanistan AFG
    Armenia ARM
    Gambia, The GMB
    Iraq IRQ
    Lao PDR LAO
    Lebanon LBN
    Liberia LBR
    Nigeria NGA
    Somalia SOM
    South Sudan SSD
    Syrian Arab Republic SYR
    Yemen, Rep. YEM
    Study type

    Monthly energy price estimates in fragile countries
    Series Information

    Real Time Prices (RTP) is a live dataset compiled and updated weekly by the World Bank Development Economics Data Group (DECDG) using a combination of direct price measurement and Machine Learning estimation of missing price data. The historical and current estimates are based on price information gathered from the World Food Program (WFP), UN-Food and Agricultural Organization (FAO), select National Statistical Offices, and are continually updated and revised as more price information becomes available. Real-time exchange rate data used in this process are from official and public sources.

    RTP consists of three sub-series, Real Time Food Prices (RTFP) includes prices on a variety of food items that primarily include country-specific staple foods, Real Time Energy Prices (RTEP) includes fuel prices, and Real Time Exchange Rates (RTFX) and includes unofficial exchange rate estimates as well as possible other unofficial deflators.

    To produce smooth price series, outliers in the data are often adjusted using non-parametric density estimation and other techniques. Generalized Auto-Regressive Conditional Heteroskedasticity models are used to estimate intra-month price ranges. These models allow for excess kurtosis using a Generalized Error Distribution (GED). Open, High, Low, and Close price estimates are provided based on the modeled time-varying price distributions.

    Data are produced from 2007 to the present and estimates are given for individual commodity items at geo-referenced market locations. Predicted data for missing entries are based on exchange rates, and price data available either at other market locations or from related price items.

    RTP estimates of historical and current prices may serve as proxies for sub-national price inflation series or substitute national-level Consumer Price Inflation (CPI) indicators when complete information is unavailable. Therefore, RTP data may differ from other sources with official data, including the World Bank’s International Comparison Program (ICP) or inflation series reported in the World Development Indicators.

    The following datasets are part of this sub-series:

    HIGH-LOW CHART, AND INFLATION
    LOCATION OF MARKETS
    DATA PREVIEW
    Abstract
    Energy price inflation is an important metric to inform economic policy but traditional sources of consumer prices are often produced with delay during crises and only at an aggregate level. This may poorly reflect the actual price trends in rural or poverty-stricken areas, where large populations reside in fragile situations.
    This data set includes energy price estimates and is intended to help gain insight in price developments beyond what can be formally measured by traditional methods. The estimates are generated using a machine-learning approach that imputes ongoing subnational price surveys, often with accuracy similar to direct measurement of prices. The data set provides new opportunities to investigate local price dynamics in areas where populations are sensitive to localized price shocks and where traditional data are not available.

    Version

    Version Date

    2024/12/02
    Version Responsibility Statement

    FCV Data Platform

    Scope

    Notes

    List of products included in estimates (not all products are included in country-level estimates): fuel diesel, fuel gas, fuel kerosene, fuel petrol gasoline, fuel petrol gasoline 95 octane
    Keywords
    Energy Price Monitor EPM Real Time Energy Prices RTEP Inflation Energy Price Inflation Energy security Energy Insecurity Energy Crisis Famine Fragility FCS FCV Energy Price Crisis Commodity prices Energy prices Real Time Energy Prices Price measurement Real-time exchange rate data Commodity items Geo-referenced market locations Sub-national price inflation series Consumer Price Inflation (CPI) National-level CPI indicators International Comparison Program (ICP) Inflation series Market prices Price analysis Real-time data National prices International prices Price fluctuations Price trends Price Volatility

    Coverage

    Geographic Coverage notes

    The data cover the following sub-national areas: Badakhshan, Badghis, Baghlan, Balkh, Bamyan, Daykundi, Farah, Faryab, Paktya, Ghazni, Ghor, Hilmand, Hirat, Nangarhar, Jawzjan, Kabul, Kandahar, Kapisa, Khost, Kunar, Kunduz, Laghman, Logar, Wardak, Nimroz, Nuristan, Paktika, Panjsher, Parwan, Samangan, Sar-e-pul, Takhar, Uruzgan, Zabul, Market Average, Lori, Ararat, Aragatsotn, Tavush, Gegharkunik, Shirak, Kotayk, Syunik, Armavir, Vayotz Dzor, Yerevan, Kanifing Municipal Council, Central River, Upper River, West Coast, North Bank, Lower River, Anbar, Babil, Baghdad, Basrah, Diyala, Dahuk, Erbil, Ninewa, Kerbala, Kirkuk, Missan, Muthanna, Najaf, Qadissiya, Salah al-Din, Sulaymaniyah, Thi-Qar, Wassit, Attapeu, Bokeo, Bolikhamxai, Champasack, Houaphan, Khammouan, Louangphabang, Louangnamtha, Oudomxai, Phongsaly, Salavan, Savannakhet, Sekong, Vientiane Capital, Vientiane, Xaignabouly, Xiengkhouang, Akkar, Mount Lebanon, Baalbek-El Hermel, North, Beirut, Bekaa, El Nabatieh, South, Nimba, Grand Kru, Grand Cape Mount, Gbarpolu, Grand Bassa, Rivercess, Montserrado, River Gee, Lofa, Bong, Sinoe, Maryland, Margibi, Grand Gedeh, Bomi, Abia, Borno, Yobe, Katsina, Kano, Kaduna, Gombe, Jigawa, Kebbi, Oyo, Zamfara, Lagos, Adamawa, Shabelle Hoose, Juba Hoose, Bay, Banadir, Shabelle Dhexe, Gedo, Hiraan, Woqooyi Galbeed, Awdal, Bari, Juba Dhexe, Togdheer, Nugaal, Galgaduud, Bakool, Sanaag, Mudug, Sool, , Warrap, Jonglei, Unity, Northern Bahr el Ghazal, Upper Nile, Central Equatoria, Western Bahr el Ghazal, Eastern Equatoria, Western Equatoria, Lakes, Aleppo, Dar'a, Quneitra, Homs, Deir-ez-Zor, Damascus, Ar-Raqqa, Al-Hasakeh, Hama, As-Sweida, Rural Damascus, Tartous, Idleb, Lattakia, Al Dhale'e, Aden, Al Bayda, Al Maharah, Lahj, Al Jawf, Raymah, Al Hudaydah, Hajjah, Amran, Shabwah, Dhamar, Ibb, Sana'a, Al Mahwit, Marib, Hadramaut, Sa'ada, Amanat Al Asimah, Socotra, Taizz, Abyan
    Geographic Unit

    Sub-national level, Admin 2 (selected)

    Producers and sponsors

    Primary investigators
    Name Affiliation
    Bo Pieter Johannes Andrée World Bank, Development Data Group (DECDG), Office of the Chief Statistician (DECCS)
    Funding Agency/Sponsor
    Name Grant number Role
    Foreign, Commonwealth & Development Office of the United Kingdom Support to data analytics
    Foreign, Commonwealth & Development Office of the United Kingdom KP-P174529-KMCE-TF0B4149 Data documentation and dissemination (FCV Data Platform)
    Department of Foreign Affairs and Trade of Australia TF0B6892 Support to methodological development in low data regions
    Department of Foreign Affairs and Trade of Australia TF0B6579 Support to methodological development in low data regions
    Federal Ministry for Economic Cooperation and Development of Germany as part of the World Bank’s Food Systems 2030 Multi-Donor Trust Fund TF073570 Expansion of coverage and maintenance
    Federal Ministry for Economic Cooperation and Development of Germany as part of the World Bank’s Food Systems 2030 Multi-Donor Trust Fund TF0C0728 Expansion of coverage and maintenance
    Other Identifications/Acknowledgments
    Name Affiliation Role
    World Food Programme (WFP) United Nations Source of market price data
    Food and Agriculture Organization (FAO) United Nations Source of market price data

    Data collection

    Dates of Data Collection
    Start End
    2007/01/01 2024/12/01
    Time periods
    Start date End date
    2007/01/01 2024/12/01
    Sources
    Data source Origin of source Characteristics
    World Food Programme (WFP) https://data.humdata.org/organization/wfp?vocab_Topics=prices World Food Programme (WFP); data published in the Humanitarian Data Exchange (HDX) data catalog at https://data.humdata.org/
    Food and Agriculture Organization (FAO) https://fpma.fao.org/giews/fpmat4/#/dashboard/tool/domestic Local exchange rates and implied exchange rates data derived from commodity pairs published by FAO through the Food Price Monitoring and Analysis (FMPA) Tool

    Access policy

    Location of Data Collection

    World Bank Microdata Library, FCV Collection
    URL for Location of Data Collection

    https://microdatalib.worldbank.org

    Data Access

    Access authority
    Name Affiliation URL
    Data Help Desk World Bank, Development Data Group https://datahelpdesk.worldbank.org/
    Restrictions

    The estimates presented in this dataset are all based on publicly-available data.
    The dataset of price estimates is published as open data.

    Disclaimer and copyrights

    Disclaimer

    The RTEP data and metadata provided are "as is" and "as available," and every effort is made to ensure their timeliness, accuracy, and completeness. When errors are discovered, they are corrected as appropriate and feasible. For details on the terms and conditions for usage of the RTEP database, please refer to the license details.

    Additional metadata

    Ticker info
    ISO Country Title Unit Food index weight Data coverage Imputation
    AFG Afghanistan Bread KG 1 27.95% 0.92
    AFG Afghanistan Exchange rate USD/LCU 0 27.55% 1
    AFG Afghanistan Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 34.21% 0.92
    AFG Afghanistan Fuel (diesel) L 0 27.87% 0.97
    AFG Afghanistan Rice (low quality) KG 1 36.13% 0.9
    AFG Afghanistan Wage (non-qualified labour, non-agricultural) Day 0 24.39% 0.96
    AFG Afghanistan Wage (qualified labour) Day 0 24.49% 0.98
    AFG Afghanistan Wheat KG 1 36.04% 0.94
    ARM Armenia Apples (red) KG 1 44.64% 0.91
    ARM Armenia Bread (high grade flour) KG 1 44.77% 0.99
    ARM Armenia Cabbage KG 1 44.77% 0.94
    ARM Armenia Carrots KG 1 44.74% 0.93
    ARM Armenia Cheese (dry) KG 1 44.51% 0.99
    ARM Armenia Cucumbers (greenhouse) KG 1 44.67% 0.88
    ARM Armenia Eggs Unit 12 44.97% 0.99
    ARM Armenia Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with CB) USD/LCU 0 100% n/a
    ARM Armenia Fish (fresh) KG 1 44.31% 0.99
    ARM Armenia Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 47.97% 0.98
    ARM Armenia Fuel (diesel) L 0 42.68% 0.99
    ARM Armenia Fuel (petrol-gasoline) L 0 45.36% 0.99
    ARM Armenia Lentils KG 1 44.87% 0.97
    ARM Armenia Meat (beef) KG 1 44.74% 0.99
    ARM Armenia Meat (chicken) KG 1 44.25% 0.99
    ARM Armenia Meat (pork) KG 1 44.74% 0.99
    ARM Armenia Milk L 1 44.05% 0.98
    ARM Armenia Oil (vegetable) L 1 44.84% 0.98
    ARM Armenia Onions KG 1 44.77% 0.95
    ARM Armenia Pasta KG 1 44.58% 0.97
    ARM Armenia Potatoes KG 1 44.74% 0.94
    ARM Armenia Rice (white) KG 1 46.73% 0.98
    ARM Armenia Sugar KG 1 44.67% 0.98
    ARM Armenia Tomatoes KG 1 44.74% 0.9
    ARM Armenia Wheat flour KG 1 45.1% 0.98
    BDI Burundi Bananas KG 1 35.15% 0.9
    BDI Burundi Beans KG 1 40.27% 0.9
    BDI Burundi Cassava flour KG 1 38.62% 0.9
    BDI Burundi Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    BDI Burundi Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 37.43% 0.91
    BDI Burundi Maize (white) KG 1 36.74% 0.87
    BDI Burundi Maize flour KG 1 34.58% 0.93
    BDI Burundi Meat (goat) KG 1 33.55% 0.97
    BDI Burundi Onions KG 1 36.41% 0.83
    BDI Burundi Sweet potatoes KG 1 40.27% 0.86
    BDI Burundi Rice (low quality, local) KG 1 37.5% 0.95
    BDI Burundi Tomatoes KG 1 36.16% 0.83
    BFA Burkina Faso Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    BFA Burkina Faso Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 53.6% 0.84
    BFA Burkina Faso Maize (white) KG 1 49.32% 0.86
    BFA Burkina Faso Millet KG 1 56% 0.84
    BFA Burkina Faso Sorghum (white) KG 1 52.98% 0.83
    BGD Bangladesh Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    BGD Bangladesh Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 18.63% 0.96
    BGD Bangladesh Lentils (masur) KG 1 16.81% 0.96
    BGD Bangladesh Oil (palm) L 1 20.41% 0.97
    BGD Bangladesh Rice (coarse) KG 1 15.73% 0.96
    BGD Bangladesh Wheat flour KG 1 20.62% 0.96
    CAF Central African Republic Cassava (cossette) KG 1 27.73% 0.92
    CAF Central African Republic Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    CAF Central African Republic Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 26.23% 0.91
    CAF Central African Republic Maize KG 1 24.53% 0.86
    CAF Central African Republic Meat (beef) KG 1 25.9% 0.95
    CAF Central African Republic Oil (palm) L 1 23.63% 0.89
    CAF Central African Republic Rice KG 1 26.29% 0.91
    CMR Cameroon Bananas 12 KG 0.0833 4.52% 0.95
    CMR Cameroon Cassava (fresh) 5 KG 0.2 4.61% 0.93
    CMR Cameroon Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    CMR Cameroon Fish (mackerel, fresh) KG 1 11.51% 0.94
    CMR Cameroon Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 9.27% 0.95
    CMR Cameroon Maize (white) KG 1 9.13% 0.93
    CMR Cameroon Meat (beef) KG 1 13.69% 0.97
    CMR Cameroon Oil (palm) L 1 12.22% 0.93
    CMR Cameroon Rice (long grain, imported) KG 1 14.46% 0.95
    CMR Cameroon Sorghum (red) 100 KG 0.01 4.53% 0.98
    CMR Cameroon Wheat flour KG 1 7.79% 0.96
    COD Congo, Dem. Rep. Beans KG 1 10.2% 0.9
    COD Congo, Dem. Rep. Cassava flour KG 1 10.07% 0.9
    COD Congo, Dem. Rep. Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    COD Congo, Dem. Rep. Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 9.07% 0.91
    COD Congo, Dem. Rep. Maize KG 1 9.24% 0.89
    COD Congo, Dem. Rep. Meat (beef) KG 1 6.8% 0.97
    COD Congo, Dem. Rep. Oil (palm) L 1 10.09% 0.88
    COD Congo, Dem. Rep. Plantains KG 1 7.79% 0.88
    COD Congo, Dem. Rep. Rice (local) KG 1 9.14% 0.9
    COD Congo, Dem. Rep. Sugar KG 1 8.8% 0.92
    COG Congo, Rep. Beans (white) KG 1 28.1% 0.87
    COG Congo, Rep. Cassava flour KG 1 25.38% 0.83
    COG Congo, Rep. Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    COG Congo, Rep. Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 27.93% 0.84
    COG Congo, Rep. Oil (vegetable) L 1 21.09% 0.79
    COG Congo, Rep. Rice (mixed, low quality) KG 1 29.17% 0.86
    GIN Guinea Beans (niebe, white) KG 1 26.65% 0.87
    GIN Guinea Bread Unit 1 17.85% 0.97
    GIN Guinea Cassava meal (gari) KG 1 22.15% 0.86
    GIN Guinea Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    GIN Guinea Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 24.67% 0.91
    GIN Guinea Maize KG 1 21.91% 0.86
    GIN Guinea Meat (beef) KG 1 26.49% 0.98
    GIN Guinea Oil (palm) L 1 29.52% 0.92
    GIN Guinea Onions (imported) KG 1 14.28% 0.81
    GIN Guinea Potatoes KG 1 23.11% 0.88
    GIN Guinea Rice (local) KG 1 35.37% 0.94
    GIN Guinea Salt KG 1 19.79% 0.9
    GIN Guinea Sugar KG 1 24.55% 0.94
    GIN Guinea Tomatoes KG 1 19.55% 0.83
    GMB Gambia, The Apples (red) KG 1 22.59% 0.94
    GMB Gambia, The Bananas KG 1 24.01% 0.92
    GMB Gambia, The Beans (dry) KG 1 23.29% 0.91
    GMB Gambia, The Bread KG 1 24.78% 0.92
    GMB Gambia, The Cabbage KG 1 26.84% 0.84
    GMB Gambia, The Carrots KG 1 26.8% 0.86
    GMB Gambia, The Cassava KG 1 23.52% 0.91
    GMB Gambia, The Coffee (instant) Unit 1 16.89% 0.95
    GMB Gambia, The Eggs Unit 12 22.13% 0.97
    GMB Gambia, The Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    GMB Gambia, The Fish (bonga) KG 1 27.04% 0.9
    GMB Gambia, The Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 27.63% 0.94
    GMB Gambia, The Fuel (diesel) L 0 26.96% 0.97
    GMB Gambia, The Fuel (petrol-gasoline) L 0 27.06% 0.97
    GMB Gambia, The Garlic KG 1 23.12% 0.9
    GMB Gambia, The Groundnuts (shelled) KG 1 46.26% 0.89
    GMB Gambia, The Maize KG 1 25.89% 0.91
    GMB Gambia, The Meat (beef) KG 1 23.48% 0.97
    GMB Gambia, The Meat (chicken) KG 1 23.58% 0.94
    GMB Gambia, The Milk KG 1 20.31% 0.9
    GMB Gambia, The Millet KG 1 43.76% 0.85
    GMB Gambia, The Oil (vegetable) L 1 26.76% 0.95
    GMB Gambia, The Onions KG 1 26.79% 0.92
    GMB Gambia, The Oranges (big size) KG 1 19.57% 0.91
    GMB Gambia, The Sweet potatoes KG 1 25.16% 0.9
    GMB Gambia, The Rice (small grain, imported) KG 1 50.49% 0.93
    GMB Gambia, The Salt KG 1 24.79% 0.96
    GMB Gambia, The Sugar KG 1 26.66% 0.95
    GMB Gambia, The Tea Unit 1 22.53% 0.96
    GMB Gambia, The Tomatoes KG 1 26.45% 0.87
    GNB Guinea-Bissau Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    GNB Guinea-Bissau Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 17.97% 0.9
    GNB Guinea-Bissau Maize KG 1 7.92% 0.82
    GNB Guinea-Bissau Oil (vegetable, imported) L 1 22.35% 0.93
    GNB Guinea-Bissau Rice (imported) KG 1 22.45% 0.93
    HTI Haiti Beans (black) Marmite 0.3704 59.81% 0.93
    HTI Haiti Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    HTI Haiti Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 63.52% 0.95
    HTI Haiti Maize meal (local) Marmite 0.3704 85.28% 0.92
    HTI Haiti Oil (vegetable, imported) Gallon 0.2646 54.44% 0.96
    HTI Haiti Pasta 350 G 2.8571 30.51% 0.96
    HTI Haiti Rice (tchako) Marmite 0.3704 63.8% 0.95
    HTI Haiti Sorghum Marmite 0.3704 38.43% 0.93
    HTI Haiti Sugar (white) Marmite 0.3704 39.49% 0.95
    HTI Haiti Wheat flour (imported) Marmite 0.3704 85.6% 0.93
    IDN Indonesia Chili (red) KG 1 25.64% 0.85
    IDN Indonesia Eggs KG 1 25.59% 0.92
    IDN Indonesia Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    IDN Indonesia Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 25.66% 0.92
    IDN Indonesia Meat (chicken, broiler) KG 1 25.2% 0.9
    IDN Indonesia Rice KG 1 25.94% 0.96
    IDN Indonesia Sugar KG 1 25.33% 0.95
    IRQ Iraq Beans (white) KG 1 45.85% 0.97
    IRQ Iraq Bread (khoboz) Unit 1 44.54% 0.98
    IRQ Iraq Cheese (local) KG 1 43.04% 0.97
    IRQ Iraq Dates KG 1 43.32% 0.92
    IRQ Iraq Eggs Unit 12 46.79% 0.98
    IRQ Iraq Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    IRQ Iraq Fish KG 1 47.04% 0.95
    IRQ Iraq Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 51.75% 0.97
    IRQ Iraq Fuel (gas) Cylinder 0 33.39% 0.99
    IRQ Iraq Fuel (kerosene) L 0 40.81% 0.96
    IRQ Iraq Fuel (petrol-gasoline) L 0 29.18% 0.98
    IRQ Iraq Lentils KG 1 47.19% 0.95
    IRQ Iraq Meat (beef) KG 1 37.85% 0.98
    IRQ Iraq Meat (chicken) KG 1 48.44% 0.95
    IRQ Iraq Milk (powder) KG 1 45.33% 0.96
    IRQ Iraq Oil (vegetable) L 1 63.52% 0.96
    IRQ Iraq Potatoes KG 1 46.09% 0.94
    IRQ Iraq Rice KG 1 62.3% 0.95
    IRQ Iraq Salt (iodised) KG 1 42.25% 0.96
    IRQ Iraq Sugar KG 1 70.6% 0.95
    IRQ Iraq Tea KG 1 39.68% 0.98
    IRQ Iraq Tomatoes KG 1 43.53% 0.91
    IRQ Iraq Wage (non-qualified labour) Day 0 30.56% 0.99
    IRQ Iraq Wheat flour KG 1 69.81% 0.93
    KEN Kenya Beans (dry) 90 KG 0.0111 5.1% 0.95
    KEN Kenya Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    KEN Kenya Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 5.61% 0.98
    KEN Kenya Maize (white) KG 1 7.02% 0.98
    KEN Kenya Potatoes (Irish) 50 KG 0.02 5.04% 0.97
    KEN Kenya Sorghum 90 KG 0.0111 4.91% 0.93
    LAO Lao PDR Eggs Unit 12 53.96% 0.99
    LAO Lao PDR Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    LAO Lao PDR Fish (catfish) KG 1 46.66% 0.98
    LAO Lao PDR Fish (tilapia, farmed) KG 1 53.03% 0.97
    LAO Lao PDR Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 60.18% 0.99
    LAO Lao PDR Fuel (diesel) L 0 49.48% 0.91
    LAO Lao PDR Fuel (petrol-gasoline) L 0 51.95% 0.97
    LAO Lao PDR Garlic (small) KG 1 56.4% 0.96
    LAO Lao PDR Meat (beef, second quality) KG 1 58.93% 0.99
    LAO Lao PDR Meat (buffalo, first quality) KG 1 64.17% 0.99
    LAO Lao PDR Meat (chicken) KG 1 55.64% 0.97
    LAO Lao PDR Meat (pork, first quality) KG 1 64.37% 0.99
    LAO Lao PDR Oil (soybean) L 1 54.13% 0.98
    LAO Lao PDR Rice (glutinous, second quality) KG 1 65.07% 0.98
    LAO Lao PDR Sugar (brown) KG 1 52.85% 0.99
    LBN Lebanon Cabbage KG 1 31.25% 0.93
    LBN Lebanon Cucumbers (greenhouse) KG 1 25.25% 0.92
    LBN Lebanon Eggs 30 pcs 0.3333 64.95% 0.86
    LBN Lebanon Unofficial exchange rate (Parallel-market Estimate)(Int. Forex, unofficial ground obs. extended) USD/LCU 0 100% n/a
    LBN Lebanon Fish (sardine, canned) 125 G 8 33.06% 0.96
    LBN Lebanon Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 43.45% 0.95
    LBN Lebanon Fuel (diesel) 20 L 0 44.73% 0.93
    LBN Lebanon Fuel (gas) 10 KG 0 45.58% 0.94
    LBN Lebanon Fuel (petrol-gasoline, 95 octane) 20 L 0 47.71% 0.95
    LBN Lebanon Oil (sunflower) 5 L 0.2 54.97% 0.88
    LBR Liberia Cassava (fresh) 50 KG 0.02 21.74% 0.88
    LBR Liberia Cowpeas KG 1 25.31% 0.94
    LBR Liberia Exchange rate USD/LCU 0 21.65% 0.97
    LBR Liberia Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 28.23% 0.94
    LBR Liberia Fuel (petrol-gasoline) Gallon 0 30.96% 0.93
    LBR Liberia Oil (palm) Gallon 0.2646 29.91% 0.93
    LBR Liberia Rice (imported) 50 KG 0.02 31.43% 0.98
    LBY Libya Beans 400 G 2.5 53.58% 0.91
    LBY Libya Bread 5 pcs 2 58.1% 0.94
    LBY Libya Chickpeas 400 G 2.5 59.86% 0.91
    LBY Libya Couscous KG 1 56.81% 0.91
    LBY Libya Eggs 30 pcs 0.3333 60.92% 0.96
    LBY Libya Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    LBY Libya Fish (tuna, canned) 200 G 5 60.42% 0.91
    LBY Libya Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 59.3% 0.91
    LBY Libya Meat (chicken) KG 1 56.33% 0.94
    LBY Libya Meat (lamb) KG 1 51.27% 0.98
    LBY Libya Milk (condensed) 200 ML 5 55.11% 0.85
    LBY Libya Oil (vegetable) L 1 58.46% 0.93
    LBY Libya Onions KG 1 59.83% 0.84
    LBY Libya Pasta 500 G 2 55.95% 0.89
    LBY Libya Potatoes KG 1 61.59% 0.85
    LBY Libya Rice KG 1 64% 0.9
    LBY Libya Salt KG 1 52.39% 0.92
    LBY Libya Sugar KG 1 55.26% 0.92
    LBY Libya Tea (black) 250 G 4 61.23% 0.92
    LBY Libya Tomatoes KG 1 55.49% 0.8
    LBY Libya Tomatoes (paste) 400 G 2.5 57.93% 0.92
    LBY Libya Water (drinking) L 0 34.55% 0.94
    LBY Libya Wheat flour KG 1 62.63% 0.9
    LKA Sri Lanka Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    LKA Sri Lanka Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 19.01% 0.71
    LKA Sri Lanka Rice Various KG 1 22.88% 0.86
    LKA Sri Lanka Wheat flour KG 1 14.3% 0.45
    MLI Mali Beans (niebe) KG 1 28.81% 0.91
    MLI Mali Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    MLI Mali Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 42.67% 0.92
    MLI Mali Maize KG 1 37.69% 0.91
    MLI Mali Millet KG 1 51.72% 0.91
    MLI Mali Rice (local) KG 1 48.23% 0.94
    MLI Mali Sorghum KG 1 45.21% 0.92
    MMR Myanmar Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    MMR Myanmar Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 15.44% 0.92
    MMR Myanmar Oil (palm) L 1 12.88% 0.94
    MMR Myanmar Pulses KG 1 13.48% 0.91
    MMR Myanmar Rice (low quality) KG 1 18.37% 0.93
    MMR Myanmar Salt KG 1 16.8% 0.9
    MOZ Mozambique Cowpeas KG 1 17.53% 0.77
    MOZ Mozambique Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    MOZ Mozambique Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 18.16% 0.91
    MOZ Mozambique Groundnuts (small, shelled) KG 1 13.63% 0.7
    MOZ Mozambique Maize (white) KG 1 20.48% 0.94
    MOZ Mozambique Maize meal (white, first grade) KG 1 15.56% 0.93
    MOZ Mozambique Oil (vegetable, local) L 1 20.16% 0.95
    MOZ Mozambique Rice (imported) KG 1 20.24% 0.94
    MOZ Mozambique Sugar (brown, local) KG 1 20.4% 0.96
    MOZ Mozambique Wheat flour (local) KG 1 15.86% 0.91
    MRT Mauritania Unofficial exchange rate (Parallel-market Estimate)(Int. Forex) USD/LCU 0 100% n/a
    MRT Mauritania Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 20.47% 0.91
    MRT Mauritania Oil (vegetable) L 1 24.76% 0.93
    MRT Mauritania Rice (imported) KG 1 23.47% 0.92
    MRT Mauritania Sorghum (taghalit) KG 1 18.25% 0.88
    MRT Mauritania Sugar KG 1 24.64% 0.9
    MRT Mauritania Wheat KG 1 21.44% 0.89
    MRT Mauritania Wheat flour KG 1 6.76% 0.94
    MWI Malawi Beans KG 1 22.41% 0.91
    MWI Malawi Cassava KG 1 7.38% 0.85
    MWI Malawi Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    MWI Malawi Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 20.72% 0.89
    MWI Malawi Groundnuts (shelled) KG 1 11.77% 0.87
    MWI Malawi Maize KG 1 45.11% 0.89
    MWI Malawi Rice KG 1 16.15% 0.9
    NER Niger Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    NER Niger Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 68.69% 0.89
    NER Niger Millet KG 1 71.38% 0.87
    NER Niger Rice (imported) KG 1 67.42% 0.94
    NER Niger Sorghum KG 1 64.69% 0.83
    NGA Nigeria Bread Unit 1 13.13% 0.97
    NGA Nigeria Cassava meal (gari, yellow) 100 KG 0.01 10.76% 0.98
    NGA Nigeria Cowpeas (white) 100 KG 0.01 13.13% 0.95
    NGA Nigeria Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    NGA Nigeria Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 13.01% 0.97
    NGA Nigeria Fuel (diesel) L 0 13.12% 0.97
    NGA Nigeria Fuel (petrol-gasoline) L 0 13.1% 0.99
    NGA Nigeria Gari (white) 100 KG 0.01 12.23% 0.98
    NGA Nigeria Groundnuts (shelled) 100 KG 0.01 12.63% 0.97
    NGA Nigeria Maize (white) 100 KG 0.01 14.77% 0.97
    NGA Nigeria Millet 100 KG 0.01 13.8% 0.97
    NGA Nigeria Rice (imported) 50 KG 0.02 12.44% 0.97
    NGA Nigeria Sorghum (white) 100 KG 0.01 14.64% 0.96
    NGA Nigeria Yam KG 1 10.12% 0.96
    PHL Philippines Cabbage KG 1 14.57% 0.81
    PHL Philippines Carrots KG 1 14.19% 0.81
    PHL Philippines Eggs Unit 12 22.41% 0.99
    PHL Philippines Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    PHL Philippines Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 21.62% 0.98
    PHL Philippines Garlic KG 1 12.55% 0.84
    PHL Philippines Meat (beef, chops with bones) KG 1 24.27% 0.97
    PHL Philippines Meat (chicken, whole) KG 1 23.69% 0.97
    PHL Philippines Meat (pork) KG 1 26.11% 0.98
    PHL Philippines Onions (red) KG 1 23.27% 0.94
    PHL Philippines Potatoes (Irish) KG 1 21.61% 0.94
    PHL Philippines Rice (regular, milled) KG 1 27.26% 0.98
    PHL Philippines Tomatoes KG 1 25.67% 0.92
    SDN Sudan Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    SDN Sudan Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 37.21% 0.92
    SDN Sudan Millet 3.5 KG 0.2857 50.05% 0.92
    SDN Sudan Sorghum 3 KG 0.3333 50.1% 0.92
    SDN Sudan Sorghum (food aid) 3 KG 0 24.78% 0.9
    SDN Sudan Wheat 90 KG 0.0111 16.08% 0.89
    SEN Senegal Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    SEN Senegal Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 52.69% 0.84
    SEN Senegal Maize (local) KG 1 47.98% 0.81
    SEN Senegal Millet KG 1 60.1% 0.84
    SEN Senegal Rice (imported) KG 1 58.97% 0.87
    SEN Senegal Sorghum KG 1 40.47% 0.82
    SOM Somalia Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with FAO) USD/LCU 0 100% n/a
    SOM Somalia Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 20.39% 0.9
    SOM Somalia Fuel (diesel) L 0 8.72% 0.87
    SOM Somalia Maize (white) KG 1 24.26% 0.88
    SOM Somalia Oil (vegetable, imported) L 1 8.42% 0.91
    SOM Somalia Rice (imported) KG 1 24.94% 0.91
    SOM Somalia Sorghum (red) KG 1 22.15% 0.89
    SSD South Sudan Beans (red) KG 1 31.02% 0.9
    SSD South Sudan Cassava (dry) 3.5 KG 0.2857 5.86% 0.9
    SSD South Sudan Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with CLiMIS) USD/LCU 0 100% n/a
    SSD South Sudan Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 22.17% 0.9
    SSD South Sudan Fuel (diesel) L 0 17.63% 0.92
    SSD South Sudan Fuel (petrol-gasoline) L 0 18.17% 0.9
    SSD South Sudan Groundnuts (shelled) KG 1 21.13% 0.87
    SSD South Sudan Maize (white) 3.5 KG 0.2857 20.43% 0.91
    SSD South Sudan Millet (white) 3.5 KG 0.2857 11.62% 0.9
    SSD South Sudan Oil (vegetable) L 1 28.27% 0.89
    SSD South Sudan Sesame 3.5 KG 0.2857 17.99% 0.89
    SSD South Sudan Sorghum (white, imported) 3.5 KG 0.2857 29.6% 0.91
    SSD South Sudan Wheat flour KG 1 27.6% 0.91
    SYR Syrian Arab Republic Bananas KG 1 27.9% 0.9
    SYR Syrian Arab Republic Beans (white) KG 1 31.89% 0.91
    SYR Syrian Arab Republic Bread (bakery) 1.1 KG 0.9091 17.75% 0.96
    SYR Syrian Arab Republic Bulgur KG 1 32.26% 0.86
    SYR Syrian Arab Republic Carrots KG 1 25.87% 0.91
    SYR Syrian Arab Republic Cheese KG 1 16.67% 0.94
    SYR Syrian Arab Republic Chickpeas KG 1 31.56% 0.85
    SYR Syrian Arab Republic Dates KG 1 16.99% 0.92
    SYR Syrian Arab Republic Eggs 30 pcs 0.3333 29.89% 0.95
    SYR Syrian Arab Republic Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex, WFP & unofficial ground obs. extended) USD/LCU 0 100% n/a
    SYR Syrian Arab Republic Fish (tuna, canned) 160 G 6.25 16.53% 0.94
    SYR Syrian Arab Republic Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 28.68% 0.93
    SYR Syrian Arab Republic Fuel (diesel) L 0 17.06% 0.95
    SYR Syrian Arab Republic Fuel (gas) 25 KG 0 18.84% 0.95
    SYR Syrian Arab Republic Lentils KG 1 39.2% 0.94
    SYR Syrian Arab Republic Livestock (sheep, two-year-old male) Head 0 17.8% 0.97
    SYR Syrian Arab Republic Meat (beef, minced) KG 1 29.26% 0.95
    SYR Syrian Arab Republic Meat (chicken, plucked) KG 1 29% 0.94
    SYR Syrian Arab Republic Oil L 1 40.22% 0.95
    SYR Syrian Arab Republic Parsley Packet 2 16.99% 0.94
    SYR Syrian Arab Republic Potatoes KG 1 29.29% 0.82
    SYR Syrian Arab Republic Rice KG 1 36.43% 0.93
    SYR Syrian Arab Republic Sugar KG 1 40.18% 0.94
    SYR Syrian Arab Republic Tomatoes KG 1 33.95% 0.84
    SYR Syrian Arab Republic Wage (non-qualified labour) Day 0 32.19% 0.83
    SYR Syrian Arab Republic Wheat flour KG 1 37.89% 0.94
    SYR Syrian Arab Republic Yogurt KG 1 16.4% 0.94
    TCD Chad Unofficial exchange rate (Parallel-market Estimate)(FAO GIEWS completed with Int. Forex) USD/LCU 0 100% n/a
    TCD Chad Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 23.47% 0.93
    TCD Chad Livestock (goat, medium-sized castrated male) Head 0 19.4% 0.95
    TCD Chad Livestock (sheep, medium-sized castrated male) Head 0 21.36% 0.96
    TCD Chad Maize (white) KG 1 19.08% 0.98
    TCD Chad Millet KG 1 31.62% 0.76
    TCD Chad Rice (imported) KG 1 13.93% 0.98
    TCD Chad Sorghum (red) KG 1 27.76% 0.73
    YEM Yemen, Rep. Beans (white) KG 1 47.19% 0.93
    YEM Yemen, Rep. Eggs Unit 12 47.27% 0.97
    YEM Yemen, Rep. Exchange rate (unofficial) USD/LCU 0 46.29% 0.99
    YEM Yemen, Rep. Food Price Index LCU, Indexed, January 2018 = 1 Laspreyes 50.77% 0.95
    YEM Yemen, Rep. Fuel (diesel) L 0 49.67% 0.9
    YEM Yemen, Rep. Fuel (gas) 18 KG 0 43.06% 0.93
    YEM Yemen, Rep. Fuel (petrol-gasoline) L 0 48.94% 0.89
    YEM Yemen, Rep. Lentils KG 1 48.46% 0.94
    YEM Yemen, Rep. Livestock (sheep, two-year-old male) Head 0 36.69% 0.97
    YEM Yemen, Rep. Milling cost (wheat) 50 KG 0 41.65% 0.96
    YEM Yemen, Rep. Oil (vegetable) L 1 50.15% 0.94
    YEM Yemen, Rep. Onions KG 1 52.9% 0.85
    YEM Yemen, Rep. Peas (yellow, split) KG 1 38.46% 0.9
    YEM Yemen, Rep. Potatoes KG 1 51.31% 0.86
    YEM Yemen, Rep. Rice (imported) KG 1 45.19% 0.96
    YEM Yemen, Rep. Salt KG 1 48.27% 0.94
    YEM Yemen, Rep. Sugar KG 1 47.62% 0.95
    YEM Yemen, Rep. Tomatoes KG 1 50.85% 0.76
    YEM Yemen, Rep. Wage (non-qualified labour) Day 0 41.48% 0.97
    YEM Yemen, Rep. Wage (qualified labour) Day 0 42.38% 0.98
    YEM Yemen, Rep. Wheat KG 1 51.65% 0.95
    YEM Yemen, Rep. Wheat flour KG 1 54.31% 0.95
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