Number of major markets per 100,000 inhabitants from Humdata data. Data are categorized from 0-1 to greater than 20.
For more information contact GIS4Tech: info@gis4tech.com. You can also visit the PREDISAN platform https://predisan.gis4tech.com/ca4 for detailed, accurate information.
This dataset contains Food Prices data for United Republic of Tanzania, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
This dataset contains Food Prices data for Eswatini, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
UNHCR uses cash based interventions (CBIs) as a preferred modality for delivering assistance, offering greater dignity and choice in line with UNHCR’s core protection mandate. In order to ensure that the cash assistance provided meets the intended objectives and that desired outcomes are achieved, UNHCR conducts regular post-distribution and outcome monitoring (PDM) with a sample of cash recipients residing across the country.
This PDM follows the multi-purpose cash assistance (MPCA) programme in Poland in response to the arrival of refugees from Ukraine. The programme was carried out in coordination with Lutheran World Federation (LWF) and the Polish Centre for International Aid (PCPM). The objective of the programme was to address the basic needs of the refugees, relieve the financial burden of their households and put them on a path to sustainable solutions. The programme was initially aimed at all refugees that left Ukraine after 24 February 2022, with 126,304 refugee households (267,746 individuals) benefiting from cash assistance between 11 March and 26 July 2022. New criteria was introduced on 27 July, seeking to target the most vulnerable refugees. 9,945 households (22,2923 individuals) benefited from cash assistance between 27 July and 9 September 2022 according to the new criteria.
A PDM assessment was carried out between August and September of 2022. It consisted of a structured household-level survey using a tool developed by UNHCR. The survey was administered via phone interviews to a representative sample of 1,260 beneficiary households who received CBIs, and was broken up into two strata:
Stratum 1: Households enrolled in the MPCA programme between 11 March and 27 July (n = 637 HHs)
Stratum 2: Households enrolled in the MPCA programme (with new criteria) between 27 July and 9 September (n = 623 HHs)
Data collection for the 1st stratum took place 22 August and 8 September and for the 2nd stratum between 9 September and 4 October. Data was collected in Ukrainian and Russian by female enumerators of the REACH Initiative in Poland. Data was cleaned and analysed by REACH Initiative Poland, according to the Impact Initiative’s standards.
This is an anonymous version of the original data collected and used for the primary analysis.
UNHCR uses cash based interventions (CBIs) as a preferred modality for delivering assistance, offering greater dignity and choice in line with UNHCR’s core protection mandate. In order to ensure that the cash assistance provided meets the intended objectives and that desired outcomes are achieved, UNHCR conducts regular post-distribution and outcome monitoring (PDM) with a sample of cash recipients residing across the country.
This PDM follows the winter cash assistance programme in Poland in response to the arrival of refugees from Ukraine. The objective of the programme was to support vulnerable refugee families and individuals in addressing their basic needs, mitigating the impact of the winter price increases in rent, utilities and clothing. The programme was aimed at households who benefited from the multi-purpose cash assistance in 2022 and who had at least two specific needs identified within the household, with 3,437 households / 8,629 refugees benefiting.
A PDM assessment was carried out in March 2023. It consisted of a structured household-level survey using a tool developed by UNHCR, and data was collected, cleaned and analysed by UNHCR. The survey was administered via phone interviews to a representative sample of 352 beneficiary households. The sample frame included 1,088 beneficiary households that were not included in phone interviews for previous PDMs for the multi-purpose cash assistance programme.
This is an anonymous version of the original data collected and used for the primary analysis.
This dataset contains Food Prices data for Turkey, sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
This no longer updated dataset contains Global Food Prices data from the World Food Programme covering foods such as maize, rice, beans, fish, and sugar for 76 countries and some 1,500 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
This dataset contains Food Prices data for Italy. Food prices data comes from the World Food Programme and covers foods such as maize, rice, beans, fish, and sugar for 76 countries and some 1,500 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.
These datasets contain OpenStreetMap data related to the Refugee Response in northern Uganda. Data model coordinated with UNHCR. The source is surveys and mapping in northern Uganda performed by HOTOSM and partners.
OpenStreetMap exports for use in GIS applications.
This theme includes all OpenStreetMap features in this area matching:
amenity = 'marketplace'
Features may have these attributes:
addr:place
start_date
addr:subcounty
name
amenity
opening_hours
addr:block
addr:district
addr:parish
addr:settlement
This dataset is one of many OpenStreetMap exports on
HDX.
See the Humanitarian OpenStreetMap Team website for more
information.
Market Monitoring monthly dataset with Survival Minimum Expenditure Basket (SMEB) prices. To inform humanitarian actors’ cash and voucher programming, REACH and the Cash-Based Responses Technical Working Group (CBR–TWG) conduct monthly monitoring of key markets throughout Syria to assess the availability and affordability of basic commodities (Market Monitoring Exercise).
This data presents the findings from the August water price monitoring in Bay, Gedo, Lower Juba, Middle Shabelle and Nugaal regions.
Data is collected through a monthly Key Informant questionnaire with water point administrators.
Due to the emergency situation in Southern Syria, REACH and its partners are conducting a Rapid Market Monitoring exercise that will take place on a weekly basis. The first round of data collection was from July 2nd to July 3rd 2018, and a follow up round July 10th to July 11th. In addition to data collection of SMEB components, the dataset also includes information on community supply route dynamics during the rapidly changing situation
Market Monitoring monthly dataset with Survival Minimum Expenditure Basket (SMEB) prices . To inform humanitarian actors’ cash and voucher programming, REACH and the Cash-Based Responses Technical Working Group (CBR–TWG) conduct monthly monitoring of key markets throughout Syria to assess the availability and affordability of basic commodities (Market Monitoring Exercise).
To inform humanitarian actors’ cash and voucher programming, REACH and the Cash-Based Responses Technical Working Group (CBR–TWG) conduct monthly monitoring of key markets throughout Syria to assess the availability and affordability of basic commodities (Market Monitoring Exercise).
To inform humanitarian actors’ cash and voucher programming, REACH and the Cash-Based Responses Technical Working Group (CBR–TWG) conduct monthly monitoring of key markets throughout Syria to assess the availability and affordability of basic commodities (Market Monitoring Exercise).
Master list of names and codes for individual commodities and commodity groups as used by UNHCR, available to other humanitarian actors for applications such as market or needs assessments.
To inform humanitarian actors’ cash and voucher programming, REACH and the Cash-Based Responses Technical Working Group (CBR–TWG) conduct monthly monitoring of key markets throughout Syria to assess the availability and affordability of basic commodities (Market Monitoring Exercise).
These are commercial centres of Uganda which include markets (daily,Weekly & Monthly types),Trading Centres and major shops.The layer was produced by UBOS between 2009 to 2012 under the National Census Mapping Programme.
More detail about this dataset and more downloadable formats can be found here: http://ubos.geo-solutions.it/layers/geonode:commercial_facilities
Cette données contient la géolocalisation de certains marchés et supermarchés de la Guinée. C'est données proviennent de Openstreetmap et ne représentent pas tous les marchés du pays.
The CBR–TWG, together with REACH, selected basic commodities to monitor based on what is typically available, sold and used by an average Syrian household. Some of those items are components of a Survival Minimum Expenditure Basket (SMEB), created by the CBR–TWG and updated in February 2017, which outlines the minimum culturally-adjusted items that an average six-person household in Syria needs to purchase in one month. To monitor price and stock fluctuations of those commodities, REACH and its NGO partners selected major markets, all with similar features, across 10 governorates of Syria. In each of these markets, enumerators identified retailers whose prices and stock levels they can monitor every month.