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  • Updated October 9, 2019 | Dataset date: Jun 1, 2019-Aug 31, 2019
    This data is by request only
    Primary data will be collected by means of a household-level survey designed with the participation of the humanitarian clusters in Somalia. Cluster leads are asked to outline information gaps and the type of data required to inform their strategic plans. Key indicators are developed by REACH with the substantive input of participating partners, and subsequently validated by the clusters. REACH will draft the household survey tool through an iterative consultation process with cluster partners and OCHA and is aligned, as much as possible, with the Joint Inter-Sectoral Analysis Framework (JIAF) which will serve as a common and structured method for assessing the severity of needs across different clusters. The assessment will use stratified cluster sampling at the district level using settlements as the clusters and households as the unit of measurement. For some districts, 2-stage stratified random sampling will be used instead of stratified cluster sampling for large urban centres, if it proves to be more efficient and logistically feasible for data collection. The sample will be stratified by population group, disaggregated by non-displaced communities, and IDP settlements; the sample will be further stratified by district to ensure coverage and comparison across the entire country (with the exception of inaccessible areas). In the case of cluster sampling, the minimum cluster size will be set to 6 households. The sample size will be adjusted for the design effect and will enable generalisation of the results to each of the two population strata in each district, with a 90% confidence level and a 10% margin of error.
  • 700+ Downloads
    Updated September 24, 2019 | Dataset date: Nov 1, 2018
    This dataset updates: Every month
    The Syrian IDP camps monitoring interactive study is issued by the IMU of the ACU on a monthly basis, to monitor the humanitarian situation of 231 IDp camps in Idleb and Aleppo governorates in Syria’s northwest, shedding light on the needs of the IDPs and the services provided in the camps in the following sectors: Population statistics, WASH, Health, Education, FSL, Shelter and NFI, in addition to the priority needs of IDPs. The study also includes statistics of those who arrive at and leave the camps and the important incidents which took place during the month of the data collection.
  • 400+ Downloads
    Updated August 29, 2019 | Dataset date: May 1, 2019-Jun 24, 2019
    This dataset updates: Every three months
    Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings. This dataset presents the result of the NPM Round 15 Site Assessment exercise, which collected information related to the Rohingya refugee population distribution and multisectoral needs during the months of 1st May – 24th June. Rohingya refugee population distribution by para in Teknaf upazila. Please click here
  • 2700+ Downloads
    Updated July 29, 2019 | Dataset date: Apr 17, 2018
    This dataset updates: Every three months
    The majhee block system represents an important aspect of communities within the Rohingya refugees settled in collective or camp-like settings in Cox's Bazar district. A majhee is a community leader belonging to the Rohingya refugee population, while a block is the area for which he is responsible. The NPM majhee blocks mapping exercise was first conducted during NPM Baseline 9, between 5 and 20 February 2018. As part of the majhee interview process (key informants), enumerators walked the perimeter of each majhee block with guidance from the KI. As they walked, the field team traced their path, marking up the boundary on the tablet or paper map. Upon returning to NPM office, details of these boundaries were finalized on the paper maps. The paper maps were then received by the NPM digitizing team. This team carefully digitized the Mahjee zone perimeters in GIS, using high-resolution NPM UAV imagery as an underlying reference. Boundaries were assigned the NPM Block_ID attribute, which represents a unique identifier for each Site Assessment Location. In this manner, boundaries can be uniquely linked back to a mahjee. The majhee blocks mapping exercise is now embedded in NPM regular assessment activities (baseline and site assessment), hence regularly updated with a frequency of approximately three weeks. The majhee block system is not an official form of governance. The scope of this exercise is purely descriptive and not prescriptive. Names and boundaries adopted in this exercise do not imply official endorsement or acceptance by IOM.
  • 1800+ Downloads
    Updated July 17, 2019 | Dataset date: May 1, 2018-Dec 19, 2018
    This dataset updates: Every three months
    The Site Management sector, with the support of SM partners (IOM, UNHCR, ADRA and Solidarités International) conducted a mapping exercise during the months of April and May 2018 in the areas of Teknaf upazila currently hosting Rohingya refugees. The purpose of the exercise was to identify and map the boundaries of local paras, namely group of houses. The mapping exercise aimed to better define the areas of responsibility of the newly established Para Development Commitees, and to support RRRC’s CiCs in the process of defining the new camp boundaries in Teknaf. IOM Needs and Population Monitoring (NPM) provided technical support to better identify the para names and demarcation. The para mapping exercise was conducted in two rounds. The first exercise took place from 1 to 3 of April 2018 in the areas of Alikhali, Leda, Nayapara, Muchoni, Jadimura and Domdumia. A second exercise took place on 21 and 22 April 2018 covering the areas of Hakimpara, Jamtoli, Putibonia, Shamlapur and Unchiprang. This dataset presents the figures of the Rohingya refugee population in Teknaf, by para. These data were collected during NPM's regular data collection exercises (Baseline and Site Assessment), which usually capture information on a majhee block level. The two systems are currently coexisting and overlapping. In order to better visualize how the two systems interact, NPM produced a set of maps available at this link.
  • 20+ Downloads
    Updated July 12, 2019 | Dataset date: Dec 31, 2018
    This dataset updates: Never
    Nigeria: 2018 Education Secondary Data Review (SDR)
  • 60+ Downloads
    Updated June 21, 2019 | Dataset date: May 1, 2018-Jun 6, 2018
    This dataset updates: Never
    DTM in Afghanistan piloted a Community-Based Needs Assessment (CBNA), to provide a more comprehensive view of multi-sectoral needs in settlements hosting IDPs and returnees.
  • Updated June 14, 2019 | Dataset date: Mar 31, 2019
    This dataset updates: Every six months
    This is a geometrical shapefile of water point data for eleven (11) hot spot Local Government Areas and describes the water point location type (broadly IDP Camps or Host Communities). Data contains water source details such as nature of the water source, yield, operating hours, facility type, daily yield, and adequacy. The data was collected by UNICEF Data Focal Persons during a water point baseline assessment conducted in March 2019. Data contained in this file is at water point level.
  • 40+ Downloads
    Updated April 30, 2019 | Dataset date: Apr 1, 2019-Apr 17, 2019
    This dataset updates: Never
    Data from the Cyclone Idai UNDAC A&A Cell Mozambique Rapid Assessment covering Sofala and Manica provinces in April 2019.
  • 100+ Downloads
    Updated April 15, 2019 | Dataset date: Apr 3, 2019
    This dataset updates: Every week
    Rapid Assessments registry for Mozambique
  • 2000+ Downloads
    Updated April 12, 2019 | Dataset date: Dec 12, 2016-Dec 31, 2017
    This dataset updates: Every year
    This data has been produced by the United Nations Office for the Coordination of Humanitarian Affairs (UNOCHA) on behalf of the Humanitarian Country Team and partners. The data provides the Humanitarian Country Team’s shared understanding of the crisis, including the most pressing humanitarian need and the estimated number of people who need assistance. It represents a consolidated evidence base and helps inform joint strategic response planning.
  • 300+ Downloads
    Updated April 4, 2019 | Dataset date: Apr 3, 2019
    This dataset updates: Every week
    Mozambique Rapid Needs Assessment data taken from IFRC Kobo toolbox
  • 50+ Downloads
    Updated April 3, 2019 | Dataset date: Apr 3, 2019
    This dataset updates: Every week
    IDP shapefile collected by MSF Médecins Sans Frontières (MSF) International - doctors without borders during the first week of April 2019 in Mozambique Beire
  • 100+ Downloads
    Updated March 12, 2019 | Dataset date: Feb 26, 2019
    This dataset updates: As needed
    Since the end of January 2019, southern Idleb and northern Hama governorates have seen a significant escalation of conflict. Shelling and airstrikes intensified in the area, leading to a deterioration of the humanitarian situation. In response, REACH conducted a rapid needs assessment to provide actors with an update on the humanitarian situation. The latest conflict escalation affects an area that is home to an estimated 700,000 residents and internally displaced persons (IDPs), increasing vulnerability, and in some cases, leading to secondary and tertiary displacements. From late 2017, the region has witnessed a large-scale influx of IDPs, following escalations of conflict and displacements from formerly opposition-held areas in south-east Idleb, south-west Aleppo, Rural Damascus, Homs, Hama, Dar’a and Quneitra governorates. The increase in IDP population in Idleb governorate and surrounding areas has led to a growing strain on resources and an increase in inter-communal tensions in the region. Further complicating the situation, there has been increasing concern regarding a potential military offensive in the region since September 2018, with shelling and airstrikes occurring with increased frequency. While the mid-September 2018 announcement of a demilitarised zone put a pause on concerns over an imminent military offensive in the region, clashes have continued unabated. Data for this assessment was collected from 25-26 February 2019 in 85 opposition-controlled communities in 12 sub-districts via community-level key informant (KI) interviews. KIs were asked to report on the previous week (18 to 25 February). This dataset provides the findings for indicators on demographics, shelter, food, livelihoods, electricity & NFIs, WASH, health, education, protection, reported priority needs, and reported movement intentions.
  • 100+ Downloads
    Updated February 6, 2019 | Dataset date: Jan 31, 2019
    This dataset updates: As needed
    On 26 December 2018, exceptionally heavy rainfall caused severe flash flooding in Idleb and Aleppo governorates in north-west Syria. This area has a high proportion of displaced people and concentration of camps and sites, making it a region with a notably large vulnerable population. Hundreds of tents were reportedly swept away and concrete houses in camps collapsed. As a result of the flooding, thousands of people have been impacted
  • 6400+ Downloads
    Updated January 31, 2019 | Dataset date: Sep 15, 2018
    This dataset updates: Every three months
    NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. SW Map package: for mobile use, this enables users to visualize the site maps and boundaries on their own mobile. Together with the relevant files, users can also find a manual showing step by step how to copy files from their own computer to SW Map running on another portable device. KMZ file: for desktop use, this enables users to visualize the site maps and boundaries on Google Earth. By adding or removing layers, it is possible to visualize each location assessed by NPM Baseline 10. These files are available on HDX. Historical UAV imagery of Rohingya settlements in Cox Bazar in GIS, KML Google Earth, Mbtiles (SW Maps), format. Updates of imagery will be added on top of the list. NPM has also produced individual packages by camps: - Please click [here] {https://data.humdata.org/dataset/iom-bangladesh-npm-drone-imagery-and-gis-package-by-camp-sept-oct-2018} to access the data by camp as of September 2018. - Please click here to access the data by camp as of August 2018. - Please click here to access the data by camp as of July 2018. - Please click here to access the data by camp as of June 2018. - Please click here to access the data by camp as of May 2018. - Please click here to access the data by camp as of April 2018. All majhee blocks shapefiles are also available at the following link: Please click here to access the most current majhee block shapefiles, as well as all historical versions.
  • 1100+ Downloads
    Updated January 8, 2019 | Dataset date: Jan 1, 2015
    This dataset updates: As needed
    The Nigeria Teacher Development Programme (TDP) In-Service Training Component Impact Evaluation 2014 is a DFID-funded programme, managed by a consortium led by Mott Macdonald. Its aim is to increase the effectiveness of teachers and thus raise primary and junior secondary school (JSS) pupil learning levels, through support to the Federal and State institutions responsible for pre- and in-service training and development of basic education teachers. The programme has the following three components: In-service teacher training in the three core curriculum subjects of English, maths, and science & technology (S&T) for primary and JSS teachers; Pre-service teacher training; and Results & evidence-based research.
  • 300+ Downloads
    Updated January 4, 2019 | Dataset date: Jul 31, 2018
    This dataset updates: As needed
    The dataset contains number of IDPs, Returnees (households and individuals) at sub national levels. Their place of origin and date. The dataset also has sectoral needs information e.g. Shelter, Education etc.
  • 800+ Downloads
    Updated December 2, 2018 | Dataset date: Nov 4, 2018-Dec 20, 2018
    This dataset updates: Every month
    Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings. This dataset presents the result of the NPM Round 13 Site Assessment exercise, which was conducted between 4 November and 20 November 2018. It provides an update on population distribution, movements and multi-sectoral needs of Rohingya refugees.
  • 100+ Downloads
    Updated November 18, 2018 | Dataset date: Sep 16, 2018-Sep 26, 2018
    This dataset updates: Every year
    This is a Twitter dataset collected during the typhoon Mangkhut 2018 in the Philippines. The data was collected, processed, and analyzed by the AIDR (http://aidr.qcri.org) platform using state of the art machine learning techniques. The data includes the reports of number of injured and dead people, infrastructure damage reports, missing or found people, urgent needs and donation offers for each hour. Due to Twitter TOS, we do not share full tweets content on HDX. Please contact us via HDX or on aidr.qcri@gmail.com to get tweet ids of the dataset along with a tool which can be used to rehydrate tweets from tweet ids.
  • 200+ Downloads
    Updated November 14, 2018 | Dataset date: Sep 3, 2018
    This dataset updates: Every year
    Prolonged drought conditions have contributed to a rapid deterioration of the humanitarian context in Somalia, since early 2016. Caused by four successive seasons of below average rainfall, drought has resulted in substantial livestock herd depletion and a reduction in cereal production, while cereal prices have risen to well above the average, resulting in reduced household access to food and income. Additionally, above average rainfall in the first half of 2018 caused severe flooding across parts of South Central Somalia, and coastal areas in Puntland and Somaliland, causing further waves of displacement and destruction of agricultural land. Parallel to these climatic trends, insecurity and the presence of active armed groups continue to limit humanitarian access, most notably in the South Central region of Somalia. In light of this evolving context, the need for integrated and harmonised information systems to support both immediate and long-term humanitarian response is ever more crucial, particularly through comprehensive assessments and mapping activities. To address these information needs, United Nations Office for the Coordination of Humanitarian Affairs (OCHA), in partnership with REACH conducted a Joint National Multi-Cluster Needs Assessment (JMCNA) across Somalia. Households were sampled for statistical representativeness stratified by internally displaced person (IDP) and host community households at the district level, with a 92% confidence level and a 10% margin of error. More information on the methodology, in the attached methodology note.
  • 100+ Downloads
    Updated November 4, 2018 | Dataset date: Sep 20, 2017-Oct 3, 2017
    This dataset updates: Every year
    This resource is comprised of Twitter data collected and processed by the AIDR system during the 2017 hurricane Maria. The data contains information about number of people affected, injured, dead, reports of damages, missing people and so on. Please contact us if you need full dataset with tweets content.
  • 7200+ Downloads
    Updated October 28, 2018 | Dataset date: Sep 23, 2018-Oct 10, 2018
    This dataset updates: Every month
    NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. The package of September - October 2018 is based on NPM Site Assessment 12 (as of 10 October) and NPM most updated drone imagery (as of 26 September). Here below, the complete package by camp: SW Map package KMZ file Drone image The full image and shapefiles are available at this link.
  • 1100+ Downloads
    Updated October 22, 2018 | Dataset date: Sep 23, 2018-Oct 10, 2018
    This dataset updates: Every month
    Following an outbreak of violence on 25 August 2017 in Rakhine State, Myanmar, a new massive influx of Rohingya refugees to Cox’s Bazar, Bangladesh started in late August 2017. Most of the Rohingya refugees settled in Ukhia and Teknaf Upazilas of Cox’s Bazar, a district bordering Myanmar identified as the main entry area for border crossings. This dataset presents the result of the NPM Round 12 Site Assessment exercise, which collected information related to the Rohingya refugee population distribution and needs during the months of August, September and October 2018. The data collection for NPM baseline survey was conducted between 9 August and 4 September 2018: it provides an update about the population distribution and movements. The data collection for NPM Site Assessment survey was conducted between 23 September and 10 October 2018: in addition to an update about the population figures, this includes a multi-sectoral needs assessment. The full maps and GIS packages by camp produced based on NPM Baseline and Site Assessment 12 are available at the links below: Please click here to access the data by camp as of September/October 2018. Please click here to access the data by camp as of August 2018. Rohingya refugee population distribution by para in Teknaf upazila. - Please click here.
  • 8500+ Downloads
    Updated September 19, 2018 | Dataset date: Aug 9, 2018-Sep 4, 2018
    This dataset updates: Every month
    NPM Bangladesh has produced a number of tools based on its regular data collection activities and drone flights. The package of August 2018 is based on NPM Site Assessment 12 (as of 4 September) and NPM most updated drone imagery (as of 11 September). Here below, the complete package by camp: SW Map package KMZ file Drone image The full image and shapefiles are available at this link.