Monthly energy price estimates by product and market - Somalia

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.

Geographic coverage notes
---------------------------

The data cover the following sub-national areas: Shabelle Hoose, Juba Hoose, Bay, Banadir, Shabelle Dhexe, Gedo, Hiraan, Woqooyi Galbeed, Awdal, Bari, Juba Dhexe, Togdheer, Nugaal, Galgaduud, Bakool, Sanaag, Mudug, Sool, , Market Average

摘要
---------------------------
能源价格通胀是影响经济政策的重要指标，但传统消费者价格来源在危机期间往往存在滞后，并且仅以汇总水平进行编制。这可能导致对农村或贫困地区的实际价格趋势反映不足，而这些地区居住着大量处于脆弱状态的人口。
本数据集包含能源价格估算值，旨在帮助深入理解价格发展，超越传统方法所能正式测量的范畴。估算值通过机器学习方法生成，该方法对持续的次国家级价格调查进行补全，其准确度通常与直接测量价格相当。该数据集为研究当地价格动态提供了新的机遇，尤其是在人口对局部价格冲击敏感且传统数据不充足的地区。
地理覆盖范围说明
---------------------------
数据涵盖了以下次国家级区域：Shabelle Hoose、Juba Hoose、Bay、Banadir、Shabelle Dhexe、Gedo、Hiraan、Woqooyi Galbeed、Awdal、Bari、Juba Dhexe、Togdheer、Nugaal、Galgaduud、Bakool、Sanaag、Mudug、Sool，市场平均