Datasets:

nlp-thedeep
/

humset

entry_id stringlengths 3 6	lead_id stringlengths 3 5	project_id stringlengths 3 4	lang stringclasses 3 values	n_tokens int64 1 3.6k	project_title stringlengths 10 58	created_at stringlengths 25 29	document stringlengths 0 1.39k	excerpt stringlengths 2 22.3k	sectors sequence	pillars_1d sequence	pillars_2d sequence	subpillars_1d sequence	subpillars_2d sequence
244334	47982	2225	fr	84	IMMAP/DFS RDC	2020-10-05 03:44:04.532391+00	https://www.radiookapi.net/2021/01/27/actualite/securite/nord-kivu-les-miliciens-mai-mai-leopard-se-dit-pret-deposer-les-armes	Le groupe Maï-Maï Léopard actif dans la région de Masereka accepte de déposer les armes pour la pacification de Lubero au Nord-Kivu. Dans une déclaration faite lundi 25 janvier dans le village Kaviniro, base de leur quartier général, ces miliciens souhaitent un désarmement public dans les plus brefs délais. Dans cette déclaration écrite, le groupe Maï-Maï dirigé par le général auto-proclamé Jacques Kalondero dit accepter de remettre toutes ses armes et munitions entre les mains de la MONUSCO.	[]	[ "Context" ]	[]	[ "Context->Politics", "Context->Security & Stability" ]	[]
262880	49594	2028	en	69	IMMAP/DFS Syria	2020-07-27 17:50:36.885932+00	https://english.enabbaladi.net/archives/2021/02/homs-governorate-will-forcibly-reopen-old-markets-shops-unless-owners-resume-work-there/	[February 12, Homs] The Homs governorate has given merchants and neighborhood committees two months to resume their commercial activity and reopen shops after their rehabilitation, or the governorate will reopen them. The shop owners have been demanding financial support to return to their stores, as their business was affected over the past period. They need financial incentives to boost their capital.	[ "Livelihoods" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On People" ]
104562	29885	1388	en	258	UNHCR Costa Rica	2019-08-18 18:58:25.720716+00	https://reliefweb.int/sites/reliefweb.int/files/resources/76211_0.pdf	Updated Sector Situation The COVID-19 pandemic in Latin America and the Caribbean has impacted the social and economic development of the different countries and has generated a huge demand for health services, including sexual and reproductive health services. It has affected the continuity of and access to essential health services, including sexual and reproductive services and treatment, especially for the most vulnerable people, such as refugees and migrants from Venezuela. In the current context, where countries have imposed strict travel restrictions and reduced population movements in order to curb the spread of COVID-19, the regional Health Sector has identified the most pressing health-related needs of refugees and migrants from Venezuela, as well as their host communities. Refugees and migrants, having frequently lost their livelihoods, living in precarious conditions, and often without a realistic ability to adhere to social distancing and quarantine measures, are at increased vulnerability to COVID-19. In many countries in the region, they continue facing challenges accessing health services and treatment, even more so where they lack basic documentation or find themselves in irregular situations. Noting that the virus does not distinguish between persons’ nationality, status or gender, the systematic inclusion of all refugees and migrants in national responses to the COVID-19 situation, irrespective of their status in a country, therefore remains a priority – also with a view to protecting all persons in a country from the effects of the Coronavirus.	[ "Health" ]	[ "Context", "Displacement" ]	[ "Humanitarian Conditions" ]	[ "Displacement->Type/Numbers/Movements", "Context->Economy" ]	[ "Humanitarian Conditions->Living Standards" ]
175221	40897	1183	es	108	UNHCR Colombia	2019-05-11 12:16:54.552931+00	https://redhum.org/documento/3676242	El impacto de la pandemia puede ser mayor para las niñas y adolescentes, que para las mujeres adultas. Las dificultades y barreras en el acceso a servicios de salud sexual y reproductiva, incluyendo a métodos anticonceptivos modernos, sumado a una mayor exposición a situaciones de violencia sexual y abuso en el ámbito intrafamiliar, podrían llevar a un aumento en los embarazos no planeados y en la maternidad adolescente en América Latina y el Caribe, principalmente entre las poblaciones más dejadas atrás (Impacto del Covid-19 en el embarazo en adolescentes - América Latina y el Caribe - UNFPA LACRO 2020).	[ "Health" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
56341	17212	1183	es	62	UNHCR Colombia	2019-05-11 12:16:54.552931+00	https://redhum.org/documento/3263338	Pese a todo, Omaira no pierde la sonrisa y todos los niños y niñas de la comunidad la quieren y respetan como a sus propias madres, muchas de las cuales también acuden a los cursos de tejido y han encontrado una vía de ingresos vendiendo los productos que crean artesanalmente junto a esta voluntaria de UNICEF de 37 años.	[ "Livelihoods" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
174331	41123	1388	es	122	UNHCR Costa Rica	2019-08-18 18:58:25.720716+00		Los recursos económicos existentes para atender a la población solicitante de refugio son muy limitados, lo cual dificulta el acceso a las condiciones básicas para su sobrevivencia en el país, tales como vivienda, alimentación y salud. A ello se agrega que la institucionalidad pública, y el país en general, no está preparado para atender este flujo migratorio. El acceso a trabajo digno es muy limitado y los pagos son menores de lo mínimo establecido por la legislación laboral para las jornadas cubiertas. Según lo indican algunas de las personas entrevistadas, una persona refugiada o solicitante de refugio puede ganar la mitad o hasta un tercio del salario mínimo establecido por el MTSS.	[ "Health", "Livelihoods", "Shelter", "Cross", "Food Security" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
300023	52146	2334	fr	38	GIMAC Cameroon	2020-11-10 20:43:17.644452+00	https://www.humanitarianresponse.info/sites/www.humanitarianresponse.info/files/documents/files/2019_cmr_hrp_20190219_print.pdf	On estime à 437 0001 le nombre de personnes déplacées internes dont 105 000 dans le Nord-Ouest ; 246 000 dans le Sud-Ouest ; 54 000 dans le Littoral ; et 32 500 dans l’Ouest.	[ "Protection" ]	[]	[]	[]	[]
227074	46299	2099	fr	77	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00	https://www.fasoamazone.net/2020/12/16/covid-19-le-rapport-des-travaux-de-la-commission-denquete-parlementaire-rendu-public/	Au regard de l’évolution de la pandémie de la covid-19 et au vu les rumeurs qui circulent au tour de cette maladie, depuis son apparition au Burkina Faso, l’Assemblée nationale, a initié une mission d’information parlementaire. Elle la porte sur la pandémie de la COVID-19 au Burkina Faso par résolution n°2020-03/AN/B/PRES du 4 mai 2020 conformément aux dispositions de l’article 154 de son Règlement.	[]	[]	[]	[]	[]
353439	57762	2170	en	35	IMMAP/DFS Nigeria	2020-09-14 07:15:55.842849+00	https://reliefweb.int/sites/reliefweb.int/files/resources/health_sector_bulletin_may_2021_0.pdf	[15th Jun 2021, North East Nigeria] High risk of epidemic outbreaks especially cholera, meningitis, measles, yellow fever. The northeast region is highly endemic for malaria and cholera.	[ "Health" ]	[]	[ "At Risk" ]	[]	[ "At Risk->Risk And Vulnerabilities" ]
213864	45361	2333	fr	76	GIMAC Niger	2020-11-10 20:26:45.246732+00	https://www.afro.who.int/sites/default/files/countries/Niger/Bulletin%20N%C2%B016%20%20COVID19%20-%20OMS%20Niger.pdf	Au cours des trois dernières semaines, les cas de COVID-19 ont été notifiés dans 6 districts répartis dans 4 sur 8 régions que compte le pays. Notons que les cas du district sanitaire de Tillabéry ont tous été dépistés chez des travailleurs retournés du barrage de Kandadji après 42 jours sans cas dans cette région. Les équipes de riposte ont ciblé les actions dans ces districts sanitaires à travers les différents piliers.	[ "Health" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->National Response" ]
316401	51577	2335	en	151	GIMAC South Sudan	2020-11-10 20:45:20.504506+00	https://openknowledge.worldbank.org/bitstream/handle/10986/35217/South-Sudan-Economic-Update-Socioeconomic-Impacts-of-COVID-19.pdf?sequence=1&isAllowed=y	Sourcing goods has become more difficult, but it is rarely considered a key business obstacle. Border closures and movement restrictions have raised transport cost and slowed down sourcing. Among market traders who source agricultural products from Juba or abroad, 85% said buying supplies had become more difficult since the onset of the pandemic. However, while traders mentioned poor availability of inputs (8%) and transport cost (13%) as obstacles, they gave far less prominence to them than to other constraints. Similarly, nearly four in five businesses (79%) said that since April, it had become more difficult to buy goods to re-sell or use as inputs. Yet, poor availability of inputs (2%) and transport cost (12%) were mentioned less frequently than more pressing constraints.	[ "Cross" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
69753	20017	729	en	47	Libya Situation Analysis (OA)	2019-01-10 04:13:29.195063+00	https://reliefweb.int/report/libya/libya-abducted-medical-staff-freed-after-12-days	Six medical workers abducted by a local armed group in Zintan, Libya, were freed on October 23, 2019, after 12 days of captivity, Human Rights Watch said today. The Zintan authorities should ensure that the captors are held to account.	[ "Protection" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Physical And Mental Well Being" ]
311714	53733	2098	en	96	IMMAP/DFS Bangladesh	2020-08-25 16:07:18.131445+00	https://www.dhakatribune.com/bangladesh/2021/04/18/covid-strict-lockdown-likely-to-be-extended-for-another-week	[18th April 2021, Bangladesh] Farhad Hossain said people should be more careful about coronavirus as there is no alternative to awareness. However, the NTAC on Covid-19 has recommended a 14-day fresh lockdown and the ongoing lockdown might be extended for another week based on the recommendation. According to a letter signed by Covid NTAC Chairman Prof Dr Mohammad Shahidullah, a 14-day lockdown should be enforced in city corporation and municipality areas, and a further decision can be taken after reviewing the infection rate of the two weeks.	[ "Health" ]	[ "Covid-19" ]	[ "Priority Interventions" ]	[ "Covid-19->Restriction Measures" ]	[ "Priority Interventions->Expressed By Humanitarian Staff" ]
164801	39824	2028	en	60	IMMAP/DFS Syria	2020-07-27 17:50:36.885932+00		Movement restrictions in NES: As of 28 August, curfew/lockdown measures are no longer implemented in any governorate in NES. Humanitarian partners continue to adhere to self-imposed limitations on movements, including working from home, working in shifts, reducing non-essential field visits/ meetings and, in camps, supporting a more localized response among camp residents	[]	[ "Covid-19" ]	[]	[ "Covid-19->Restriction Measures", "Covid-19->Restriction Measures" ]	[]
287774	51808	2028	en	50	IMMAP/DFS Syria	2020-07-27 17:50:36.885932+00	https://syrianobserver.com/news/64848/one-million-syrian-pounds-for-one-night-in-damascus-private-hospitals.html	[23 March 2021, GoS] Medical sources in Damascus told Sowt Al-Asima that the Al-Mouwasat, Al-Mujtahid, Ibn Al-Nafees, Red Crescent, and Al-Assad University Hospitals have stopped admitting any positive cases, for they do not have any vacant beds in the coronavirus unit.	[ "Health" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
94699	26635	1620	en	63	2020 DFS Nigeria	2020-01-02 06:12:19.526132+00	https://reliefweb.int/sites/reliefweb.int/files/resources/75273.pdf	Critical levels of out of school children were reported, with 72% of respondents pointing to moderate to high numbers of primary school age children not accessing education, which means that the majority of children in IDP camps do not receive the information sessions about human trafficking dangers that a few NGOs give in many schools, especially in Maiduguri.	[ "Education" ]	[ "Context", "Information And Communication" ]	[ "Humanitarian Conditions" ]	[ "Context->Demography", "Information And Communication->Information Challenges And Barriers" ]	[ "Humanitarian Conditions->Living Standards" ]
159429	35775	1183	es	73	UNHCR Colombia	2019-05-11 12:16:54.552931+00	https://reliefweb.int/sites/reliefweb.int/files/resources/29072020_colombia_informe_de_situacion_no_11_impacto_covid-19_vf.pdf	Se observa que al menos 8,1 millones de trabajadores (36,1%) tienen una vulnerabilidad alta, principalmente en sectores relacionados con comercio y servicios. De igual forma, se considera que, en promedio el 47,4 por ciento de las mujeres (43,6%), jóvenes (43,2%) y refugiados y migrantes (55,4%) están ocupados en sectores económicos altamente vulnerables ante la COVID-19.	[ "Livelihoods" ]	[]	[]	[]	[]
328137	55000	2332	en	103	GIMAC Chad	2020-11-10 20:09:01.670861+00		The onset of COVID-19 presents a new shock and worsens the preexisting crises in the LCB region. COVID-19 and its mitigation measures, including the closure of borders, restrictions on movements of goods and persons, and disruption of cross-border trade, has increased the vulnerabilities of local communities and, by extension, the number of persons requiring humanitarian assistance. This is evidenced by recent overcrowding at IDP camps, border processing posts, humanitarian processing posts and refugee camps across LCB territories. Since March 2020, this has been exacerbated by military offensives by MNJTF forces.	[ "Cross" ]	[ "Covid-19" ]	[ "Impact" ]	[ "Covid-19->Restriction Measures" ]	[ "Impact->Impact On Systems, Services And Networks" ]
157278	38147	2099	fr	55	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00		Avec les élections présidentielles et législatives attendues en novembre, il n’est pas exclu une recrudescence des attaques et menaces des groupes terroristes au cours des prochains mois. Cela pourrait entraver le déroulement activités agropastorales, le fonctionnement des marchés et la mise en œuvre adéquate de l’assistance humanitaire.	[]	[ "Shock/Event" ]	[]	[ "Shock/Event->Hazard & Threats" ]	[]
500666	13155	1232	es	87	UNHCR Uruguay	2019-05-28 02:56:46.441375+00	https://migration.iom.int/system/tdf/reports/DTM_Uruguay_Ronda_1.pdf?file=1&type=node&id=5235	Con el objetivo de conocer cómo comenzó la ruta migratoria hacia Uruguay se los encuestados por el Estado de Venezuela donde comenzaron su viaje. La mayoría, precisamente el 38%, declaró haber comenzado el viaje en el Distrito Capital. En porcentajes inferiores, el 13% declaró haberlo hecho en Carabobo, el 8% en Bolívar, el 7% en Táchira y el 6% en Anzoátegui. Los demás Estados declarados presentan un peso relativo inferior al 5%.	[]	[ "Displacement" ]	[]	[ "Displacement->Type/Numbers/Movements" ]	[]
22125	8965	786	en	49	Venezuela crisis 2019	2019-01-28 14:09:38.386839+00	https://eeas.europa.eu/headquarters/headquarters-homepage/57794/remarks-high-representativevice-president-federica-mogherini-press-conference-following-first_en	The ICG also recognized the humanitarian crisis that is deepening by the day, affecting millions of Venezuelans. The Group expressed its commitment to mobilize further assistance in areas of need and coordinate its delivery in liaison with the Joint UNHCR/IOM Special Representative, Mr. Eduardo Stein.	[ "Cross" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->International Response" ]
7432	1261	321	en	76	Situation Analysis Generic Libya	2018-02-25 07:27:20.010275+00	https://reliefweb.int/sites/reliefweb.int/files/resources/the-current-situation-in-libya.pdf	Six years after the fall of Muammar Gadhafi, Libya remains in a chaotic state. The United Nations-backed government struggles to exert control over territory held by rival factions, intensifying geographical and political divisions between the East, West, and South. Terrorist groups and armed militias exploit the turmoil, using the nation as a base for radicalization and organized crime, and pose a threat to the region and beyond.	[ "Cross" ]	[ "Context" ]	[ "At Risk" ]	[ "Context->Politics" ]	[ "At Risk->Risk And Vulnerabilities" ]
124459	34143	1620	en	94	2020 DFS Nigeria	2020-01-02 06:12:19.526132+00	https://reliefweb.int/sites/reliefweb.int/files/resources/WFP-0000117621.pdf	Between May and June, the cost of the Survival Minimum Expenditure Basket (SMEB) for a family of five increased by six (6) percent from 17,912.48 Naira to 19,071.68 Naira in Maiduguri and Jere. Similarly, in Damaturu, the SMEB increased by eleven (11) percent between May and June (from 13,798.58 Naira to 15,248.10 Naira). In the same vein, an increase the SMEB by 7 percent was recorded in Yusufari and Gujba, while it increased by 9 percent in Nguru.	[ "Livelihoods" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
439786	63994	2099	fr	12	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00		3 124 voyageurs entrants enregistrés dans les aéroports de Ouaga et Bobo	[]	[ "Covid-19" ]	[]	[ "Covid-19->Contact Tracing" ]	[]
308984	53597	2170	en	119	IMMAP/DFS Nigeria	2020-09-14 07:15:55.842849+00	https://www.humanitarianresponse.info/sites/www.humanitarianresponse.info/files/documents/files/yobe_state_covid-19_pandemic_weekly_situation_report_sitrep_for_week_14_05_-11_april_2021.pdf	[5th-11th April 2021, Nigeria: Yobe State] Laboratory and Diagnostic Support: Twenty-six (26) samples tested positive, nine hundred, and twenty-six (926) are negative, and the results of the remaining six hundred, and fifty-two (692) samples are pending. The total number of samples collected is fifteen thousand, six hundred and seventy-three (15,673). Three hundred and sixty-five (365) results are positive, eight thousand, nine hundred and fifty-six (8,956) are negative, forty-two (42) for a repeat test and five thousand, six hundred and forty-four (6,310) remaining sample results are pending.	[]	[ "Covid-19" ]	[]	[ "Covid-19->Cases", "Covid-19->Testing" ]	[]
337857	56224	2170	en	78	IMMAP/DFS Nigeria	2020-09-14 07:15:55.842849+00	https://reliefweb.int/sites/reliefweb.int/files/resources/Hard-to-Reach-H2R-Situation-Overview-Borno-and-Adamawa-states-Nigeria-July-September-2020.pdf	[1st July-1st September 2020, Adamawa and Borno States]Spending more time collecting water suggests that households have limited access to water, which may negatively impact their ability to engage in hand-washing practices to prevent the spread of diseases, including COVID-19. Additionally, given the high levels of insecurity, especially in Borno State, longer travel periods for water collection may put individuals at greater risk of security and protection concern.	[ "Protection", "WASH" ]	[]	[ "At Risk", "Humanitarian Conditions", "Impact" ]	[]	[ "At Risk->Risk And Vulnerabilities", "Impact->Driver/Aggravating Factors", "Humanitarian Conditions->Living Standards" ]
418181	63857	1185	es	201	UNHCR Peru	2019-05-11 12:26:55.684822+00		En la misma línea, el estudio del IEP para el PNUD (“El impacto socioeconómico de COVID-19 en los hogares peruanos”, noviembre 2020) nos muestra que un 24% de los informantes se quedó sin empleo durante la cuarentena y que aproximadamente el 50% disminuyó sus ingresos en más de la mitad. Estos efectos se muestran diferenciados dependiendo de las características de las unidades de producción. Así, el estudio encuentra que la probabilidad de mantener el ingreso es mayor para quienes lograron mantener su empleo en unidades de producción más grandes o en el sector público; mientras que es más bajo entre los independientes. Los independientes que se mantienen en su misma unidad de producción, vieron sus ingresos mermados en más de la mitad de lo que percibían antes de la cuarentena. Por otro lado, el estudio también encuentra que la proporción de personas que mantienen su trabajo es mayor entre los independientes que entre los asalariados. En tal sentido, el trabajo independiente permite a las personas seguir trabajando y obteniendo ingresos, aunque estos sean bastante más bajos que antes de la cuarentena.	[ "Livelihoods" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On People", "Impact->Driver/Aggravating Factors" ]
301575	52861	2331	en	84	GIMAC Somalia	2020-11-10 19:39:37.608922+00	https://reliefweb.int/sites/reliefweb.int/files/resources/Somalia_%20Humanitarian%20Bulletin_Junuary%2021%20-Final.pdf	Bakool region of South West State (SWS) has an estimated population of 320,000, with over 75 per cent living in rural settings as pastoralists or agro-pastoralists. While the region has faced food insecurity for many years, the humanitarian situation has significantly worsened recently, largely due to insecurity, intimidation and a blockade, as well as disruption of economic and commercial activities, and restricted humanitarian access owing to insecurity related to the presence oarmed non-state actors.	[ "Food Security" ]	[]	[]	[]	[]
248109	48344	2225	fr	101	IMMAP/DFS RDC	2020-10-05 03:44:04.532391+00	https://www.radiookapi.net/2021/01/05/actualite/sante/nord-kivu-risque-de-contamination-au-coronavirus-avec-lafflux-des	« D’abord, nous félicitons les familles d’accueil. Vous savez, la ville de Beni passe un calvaire, parce que nous vivons aux dépens de ces périphéries de la ville. Ces agglomérations environnantes de la ville de Beni, c’est eux qui nous fournissent à manger. Mais entre-temps, il y a des attaques partout : à l’Est, à l’Ouest, au Nord et au Sud. Donc Beni est maintenant enclavé. C’est vraiment une difficulté », a déploré Jean-Paul Kapitula.	[]	[ "Shock/Event" ]	[]	[ "Shock/Event->Hazard & Threats" ]	[]
165253	35235	2028	en	61	IMMAP/DFS Syria	2020-07-27 17:50:36.885932+00		The spread of COVID-19 is further exacerbating the impacts of the crisis. The average number of new cases has been increasing daily since 23 May. Some of the measures the Government has been using to control the spread of the virus include movement restrictions between cities, a curfew, banning public gatherings and shutdown of economic activities.	[ "Health" ]	[ "Shock/Event", "Covid-19" ]	[ "Humanitarian Conditions" ]	[ "Covid-19->Restriction Measures", "Covid-19->Restriction Measures", "Shock/Event->Underlying/Aggravating Factors", "Covid-19->Restriction Measures" ]	[ "Humanitarian Conditions->Physical And Mental Well Being" ]
114725	31207	1898	en	38	UNHCR El Salvador	2020-06-11 08:09:05.343786+00	https://reliefweb.int/sites/reliefweb.int/files/resources/UNHCR%20North%20of%20Central%20America%20Situation%20Fact%20Sheet%20May%202020.pdf	UNHCR continues to ramp up efforts to support government responses to support IDPs, refugees and asylum seekers to cope with critical needs, like access to protection, food, housing and healthcare, including mental health	[ "WASH", "Protection", "Shelter", "Cross", "Food Security" ]	[]	[ "Capacities & Response", "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Physical And Mental Well Being", "Capacities & Response->International Response", "Humanitarian Conditions->Living Standards" ]
235440	44665	2336	en	29	GIMAC Afghanistan	2020-11-10 20:46:14.995164+00	https://reliefweb.int/sites/reliefweb.int/files/resources/ipc_afghanistan_acutefoodinsec_2020aug2021march_report.pdf	Meanwhile, the lack of sustainable solution programmes and government support in allocating specific areas for them to build houses on have put them in a worsening situation.	[ "Protection" ]	[]	[]	[]	[]
227605	46575	2332	fr	43	GIMAC Chad	2020-11-10 20:09:01.670861+00	https://reliefweb.int/sites/reliefweb.int/files/resources/Rapport%20de%20situation%20-%20Chad%20-%2026%20ao%C3%BBt%202020.pdf	Concernant les migrations, le Tchad est un pays de départ, de transit et de destination pour les travailleurs migrants de l’Afrique du Centre, de l’Ouest et de l’Est motivés par des raisons économiques.	[ "Cross" ]	[]	[]	[]	[]
235239	43598	2331	en	40	GIMAC Somalia	2020-11-10 19:39:37.608922+00	https://reliefweb.int/sites/reliefweb.int/files/resources/20202009_HumanitarianDashboard_Final_Sub_0.pdf	Limited specialised services such as rape treatment for rape survivors, psychosocial support and higher levels of mental health care for traumatized women and girls are major hindrances to expanding provision of timely, confidential and quality GBV services.	[ "Protection" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
293643	50868	2466	en	41	GIMAC Sudan	2021-02-16 12:10:04.77029+00	https://reliefweb.int/sites/reliefweb.int/files/resources/Sudan_2019_Humanitarian_Response_Plan.pdf	[2019, Sudan] This increases the risk of recruitment and use of children in armed conflict as well as dangers and injuries, sexual violence, and mental and psychosocial distress to women, men, boys and girls	[ "Health", "Protection" ]	[ "Context" ]	[]	[ "Context->Security & Stability" ]	[]
278191	50842	2225	fr	51	IMMAP/DFS RDC	2020-10-05 03:44:04.532391+00	https://reliefweb.int/sites/reliefweb.int/files/resources/DRC_%20FSO_2021_02_final.pdf	En ce mois de février 2020, le comité de conjoncture économique (CCE) a noté une stabilité de franc congolais se situant entre 1980 et 2015 franc congolais pour un dollar américain, une situation qui augure un bon comportement des prix des principaux produits sur les marchés.	[ "Food Security" ]	[]	[ "Impact", "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards", "Impact->Impact On Systems, Services And Networks" ]
224642	45371	2099	fr	24	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00	https://reliefweb.int/sites/reliefweb.int/files/resources/Renforcement%20de%20la%20redevabilit%C3%A9%20envers%20les%20populations%20affect%C3%A9es%20-%20Burkina%20Faso%20-%20Premi%C3%A8re%20phase%20-%20Novembre%202020.pdf	Les personnes consultées par le HCR ont déclaré que l’absence de sécurité leur donne le sentiment de ne pas être protégées.	[ "Protection" ]	[]	[ "Impact" ]	[]	[ "Impact->Driver/Aggravating Factors" ]
196514	44087	2170	en	36	IMMAP/DFS Nigeria	2020-09-14 07:15:55.842849+00	https://www.premiumtimesng.com/news/top-news/427521-coronavirus-nigeria-records-155-new-cases-one-death.html	[22ndNov2020, Nigeria] With 60 new infections on Sunday, Lagos further stretched its lead on the number of infections to nearly 23,000, about a third of the country’s total.	[]	[ "Covid-19" ]	[]	[ "Covid-19->Cases" ]	[]
346398	56643	2311	es	82	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://www.sismamujer.org/wp-content/uploads/2021/05/Defensoras-2021-Pandemia.pdf	La evidencia demuestra que el acceso a la justicia para las lideresas y defensoras tanto frente a hechos de amenazas como de homicidios continúa presentando profundos obstáculos, especialmente en el caso de las amenazas, donde la impunidad supera el 99%. Se debe prestar atención a estas vulneraciones con el objetivo de prevenir y atender tempranamente estos hechos para que no se materialicen, es sabido que antes de ser asesinadas muchas lideresas y defensoras habían recibido amenazas previas	[ "Protection" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
288763	51862	2225	fr	152	IMMAP/DFS RDC	2020-10-05 03:44:04.532391+00	https://actualite.cd/2021/03/24/rdc-la-3eme-session-du-forum-economique-tuniso-congolais-souvre-ce-mercredi-kinshasa	Ouverture à Kinshasa, capitale de la République Démocratique du Congo du Forum économique tuniso-congolais qui va se tenir du 24 au 25 mars 2021 à l'hôtel Sultani. C'est pour ces travaux que séjourne à Kinshasa, le ministre des Affaires étrangères tunisien, Othman Jerandi qui est à la tête d’une forte délégation des investisseurs de son pays désireux de coopérer avec la RDC dans plusieurs secteurs dont l’éducation, l’agriculture, le commerce et autres. La 3ème session du forum économique tuniso-congolais a pour objectif d’étudier les moyens permettant de promouvoir les exportations entre les deux pays. Et ce, dans le but d’impulser les échanges commerciaux bilatéraux, et de consolider les relations économiques tuniso-congolaises. Ce qui permettra d’avoir une idée sur le climat des affaires et les opportunités d’investissement.	[]	[ "Context" ]	[]	[ "Context->Politics", "Context->Economy" ]	[]
275808	50673	2098	en	26	IMMAP/DFS Bangladesh	2020-08-25 16:07:18.131445+00		A total of 112 persons are currently in-home quarantine according to the Civil Surgeon Office in Cox’s Bazar as of 14 February 2021.	[]	[ "Covid-19" ]	[]	[ "Covid-19->Restriction Measures", "Covid-19->Cases" ]	[]
342253	56254	2099	fr	67	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00	https://ouaga24.com/burkina-crise-scolaire-le-premier-ministre-dabire-exprime-toute-son-amertume/	Dans le domaine de l’enseignement supérieur, Christophe Joseph Marie Dabiré s’est satisfait de l’opération «un étudiant, un ordinateur» qui a permis en 2020, de mettre à la disposition des étudiants, «plus de 8 000 ordinateurs (…) pour améliorer les conditions d’apprentissage et la qualité de la formation universitaire».	[ "Education" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->National Response" ]
306507	53244	2098	en	42	IMMAP/DFS Bangladesh	2020-08-25 16:07:18.131445+00	https://www.aljazeera.com/news/2021/4/5/bangladesh-enforces-weeklong-lockdown-amid-spike-in-covid-cases	[5th April 2021, Bangladesh] Bangladesh is enforcing a lockdown for a week, shutting shopping malls and transportation, to help curb the spread of coronavirus as the rate of infections and deaths have increased in recent weeks.	[]	[ "Covid-19" ]	[]	[ "Covid-19->Restriction Measures", "Covid-19->Restriction Measures" ]	[]
342472	56720	2311	es	86	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://www.fedesarrollo.org.co/sites/default/files/encuestas_documentos/eoe_boletin_abril_2021.pdf	Respecto al mes anterior, el porcentaje de empresas que tiene liquidez por más de 12 semanas, de 8 a 12 semanas, entre 6 y 8 semanas, y de 4 a 6 semanas se redujo en 5,4 pps, 2,1 pps, 2,3 pps y 1,9 pps respectivamente. Entre tanto, el porcentaje de empresas que tiene liquidez de 2 a 4 semanas y para menos de 2 semanas aumentó en 11,7 pps y 0,1 pps respectivamente (Gráfico 7).	[]	[]	[]	[]	[]
189026	43380	2333	fr	65	GIMAC Niger	2020-11-10 20:26:45.246732+00	https://fews.net/sites/default/files/documents/reports/Niger_FSO_Octobre%202020-Final.pdf	Concernant les marchés, les conditions de l’offre et de l’approvisionnement continuent à s’améliorer progressivement avec l’arrivée des nouvelles récoltes. La demande globale de céréales par les ménages s’est stabilisée par rapport à la moyenne. La demande globale de céréales par les ménages s’est stabilisée par rapport à la moyenne.	[ "Food Security" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
318485	54615	2336	en	53	GIMAC Afghanistan	2020-11-10 20:46:14.995164+00	https://www.humanitarianresponse.info/sites/www.humanitarianresponse.info/files/documents/files/afghanistan_humanitarian_weekly_11_april_2021.pdf	The security situation remained volatile mainly in Kabul, Kapisa, Logar, Maidan Wardak, Khost, Ghazni, Paktika and Paktya provinces. During the reporting period, 10 people were killed and four people were injured in Khost, Maidan Wardak and Kabul provinces by targeted killings and ongoing fighting	[ "Protection" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Physical And Mental Well Being" ]
11277	5265	321	en	113	Situation Analysis Generic Libya	2018-02-25 07:27:20.010275+00	https://reliefweb.int/sites/reliefweb.int/files/resources/UNHCR%20Libya%20Flash%20Update%2017%20August%202018.pdf	As of 17 August, the Libyan Coast Guard (LCG) rescued/intercepted 12,747 refugees and migrants (8,724 men, 1,964 women and 1,203 children) at sea during 91 operations. The main nationalities of individuals disembarked in Libya are Nigerian (1,696 individuals), Sudanese (983 individuals) and Eritrean (1,409 individuals). Since the beginning of the year, 97 bodies were recovered in Libyan waters while 583 lives were lost at sea. During the reporting period, 59 individuals disembarked at Azzawya Port (45 km west of Tripoli). The group included 34 men, 21 women and four children.	[ "Protection" ]	[ "Context" ]	[ "Capacities & Response" ]	[ "Context->Demography" ]	[ "Capacities & Response->National Response", "Capacities & Response->International Response" ]
163908	39498	2098	en	20	IMMAP/DFS Bangladesh	2020-08-25 16:07:18.131445+00	https://reliefweb.int/sites/reliefweb.int/files/resources/final_iscg_covid-19_and_monsoon_weekly_update_16_19-25_june_2020_en.pdf	20 June: Inauguration of Cox’s Bazar's first Intensive Care Unit for refugees and host communities.	[ "Health" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->International Response" ]
115108	32527	1184	es	346	UNHCR Ecuador	2019-05-11 12:25:15.710126+00	https://reliefweb.int/sites/reliefweb.int/files/resources/77380.pdf	Decisiones de migrar y ruta migratoria La situación económica de Venezuela fue la principal razón por la que más de la mitad de los migrantes (53 por ciento) fue empujada a abandonar a su país. La inseguridad generalizada también fue otro motivo importante para aquellos venezolanos que salieron al inicio de la crisis en 2016 y 2017 (27 y 39 por ciento, respectivamente). Sin embargo, para quienes migraron recientemente, tanto en 2018 como en 2019, la reunificación familiar comienza a ser un motivo importante para dejar Venezuela (11 y 18 por ciento). Esta última razón también es por la que 46 por ciento de los niños, niñas y adolescentes venezolanos han llegado a Ecuador.42 También se observa que los hombres llegaron primero para buscar trabajo (32 por ciento) en comparación con las mujeres que llegaron por esta razón (21 por ciento). Para estas el principal factor para migrar (41 por ciento) fue la reunificación de la familia.43 Casi tres de cada cinco migrantes venezolanos en Ecuador salieron de su ciudad de origen en 2018, viajaron principalmente en bus o en vehículo y una minoría viajó directamente al Ecuador. Un cuarto de la población venezolana encuestada inició su viaje desde Caracas, seguido por Carabobo, Aragua, y Zulia. El 92 por ciento de los migrantes pasaron primero por Colombia, mientras que menos del 10 por ciento fue directamente a Ecuador (7 por ciento). Las ciudades más transitadas en Colombia son Cúcuta, Bogotá, Cali e Ipiales.44 Notoriamente, más de cuatro quintos (84 por ciento) de los migrantes ingresaron por Rumichaca y el resto por San Miguel (8 por ciento), aeropuer- tos de Quito o Guayaquil (4 por ciento) y Huaquillas (2 por ciento). El 90 por ciento de los migrantes viajaron en bus o vehículo, y el 10 por ciento lo hizo a pie.45	[]	[ "Displacement" ]	[]	[ "Displacement->Type/Numbers/Movements" ]	[]
288836	51637	2099	fr	63	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00	https://reliefweb.int/sites/reliefweb.int/files/resources/RAPPORT%20MENSUEL%20DE%20MONITORING%20FEVRIER%202021-%20BM.pdf	(Boucle du Mouhoun) Selon les participants à ces focus groups, le manque de moyens et perspectives socio-économiques aurait favorisé des cas d’abandon de femmes par les maris dans les localités de Djibasso et de Bomborokuy. Cette triste réalité contribue à accroitre la situation de vulnérabilité des femmes abandonnées et les expose à des risques de VBG.	[ "Protection", "Livelihoods" ]	[]	[ "At Risk", "Humanitarian Conditions", "Impact" ]	[]	[ "Humanitarian Conditions->Physical And Mental Well Being", "Humanitarian Conditions->Living Standards", "At Risk->Risk And Vulnerabilities", "Impact->Driver/Aggravating Factors" ]
363272	59105	2028	en	66	IMMAP/DFS Syria	2020-07-27 17:50:36.885932+00	https://reliefweb.int/sites/reliefweb.int/files/resources/REACH_SYR_Northeast_Situation-Overview_Market-Monitoring_May_2021.pdf	[3-10th May 2021, NES] Cooking Fuels: The price of LP Gas is at 3,375 SYP per canister (20 Litres) (1.1 USD). There is a no change compared to the previous one month and 4% increase in the last six months. % of surveyed vendors reporting item as unavailable in their community/ neighbourhood: 2%	[ "Food Security" ]	[]	[ "Impact", "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards", "Impact->Impact On Systems, Services And Networks" ]
234425	46626	2336	en	70	GIMAC Afghanistan	2020-11-10 20:46:14.995164+00	https://static1.squarespace.com/static/5cfe2c8927234e0001688343/t/5f857ce98108b70047c11831/1602583788535/Afghanistan-Analytical-Brief-September-2020.pdf	Most of the available tests are located in urban areas in Kabul, Herat, Kandahar, and Balkh. Demand for tests was lower in rural areas, per the MoPH [Ministry of Public Health]. Ahmad Jawad Usmani, the Afghan health minister, stated that although around 20,000 samples were taken daily across the country, there is only capacity to test around 2,000.	[ "Health" ]	[]	[]	[]	[]
390878	61343	2311	es	76	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://co.boell.org/sites/default/files/2020-01/IDEAS%20VERDES%20web%20_1.pdf	Se destaca, el programa Vías Terciarias para la Paz 50/51, por ser una estrategia del Gobierno nacional para intervenir y mejorar tramos en los 50 municipios más afectados por el conflicto armado, la pobreza, la debilidad institucional y los cultivos de uso ilícito. Este programa es parte de los acuerdos de paz, y debe ser implementado por las alcaldías a través de la Agencia para la Renovación del Territorio.	[ "Logistics" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
306422	53171	2466	en	32	GIMAC Sudan	2021-02-16 12:10:04.77029+00	https://fscluster.org/sites/default/files/documents/sudan_fsl_sector_-_2019_q2_dashboard.pdf	[Sudan, September 2019] Lifesaving interventions (SO1) was provided to 1.4 M individuals of which around 1.2 M with month food assistance and 200,000 with agricultural support.	[ "Food Security", "Livelihoods" ]	[]	[]	[]	[]
313804	54214	2311	es	45	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://noticias.canal1.com.co/noticias/colombia-denuncia-venezuela-onu-apoyo-regimen-grupos-narcoterroristas/	Lacanciller Claudia Blumdenunció en un comunicado enviado alsecretario general y al presidente del Consejo de Seguridad de la ONU“la grave situación que se vive en la frontera debido al apoyo que da el régimen ilegítimo venezolano a grupos armados organizados narcoterroristas“.	[]	[ "Context" ]	[]	[ "Context->Politics" ]	[]
298080	52699	2099	fr	88	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00		Autres facteurs à prendre en compte sont les conflits communautaires liés à la gestion des ressources naturelles, entre les éleveurs et les agriculteurs, qu’ont connu une détérioration croissante parallèle à celle de la situation sécuritaire et donc la réduction de l’accès en général et à la terre en particulier, soit pour l’agriculture que pour le pâturage. L’impact de ces chocs alarmants sur la sécurité alimentaire est partiellement mitigé par les données de la campagne agropastorale.	[ "Agriculture" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
283473	51256	2335	en	62	GIMAC South Sudan	2020-11-10 20:45:20.504506+00	https://logcluster.org/sites/default/files/logistics_cluster_south_sudan_operation_overview_2011.pdf	Following a recommendation from OCHA to postpone non-critical physical meetings, coordination meetings are held online for Juba, while physical meetings in field hubs are organised on an ad hoc basis, ensuring COVID-19 preventive measures are respected by attendees. In November, one online coordination meeting was held in Juba, attended by a total of 22 organisations.	[ "Cross" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->International Response" ]
335682	55776	2098	en	40	IMMAP/DFS Bangladesh	2020-08-25 16:07:18.131445+00	https://reliefweb.int/sites/reliefweb.int/files/resources/WFP%20in%20Cox%27s%20Bazar%20Information%20Booklet_April2021.pdf	[10 May, 2021, Cox's Bazar] Refugee: In total 2,098 women engaged in the livelihoods programme, selling their products to fresh food corners. This includes 940 women who are using the Farm2Go application	[ "Food Security" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Coping Mechanisms" ]
178665	39964	1183	es	143	UNHCR Colombia	2019-05-11 12:16:54.552931+00		En la Guajira hay un enorme potencial de articular la producción local con los comerciantes, ya que el 96.3% de los comerciantes están dispuestos a comprar a los productores locales. En el caso de renglones como el arroz, café, carne de chivo, carne de pollo, carne de res, carnes frías, frijol, harina de maíz, huevos, leche, limón, maíz, ñame, panela, pescado, plátano, tomate y yuca. Otros renglones como la cebolla, la papa, la arveja, entre otros, ciertamente dependen de una producción externa al departamento ya que no se da la producción en este departamento. Hay renglones que no se pueden articular con los comerciantes como la pasta, ya que los proveedores son principalmente marcas comerciales reconocidas.	[ "Livelihoods" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
113971	32341	1620	en	25	2020 DFS Nigeria	2020-01-02 06:12:19.526132+00	https://reliefweb.int/sites/reliefweb.int/files/resources/262_1592399794.pdf	There were 388 suspected cases of measles reported from 74 LGAs in 20 states. None was laboratory confirmed and one death was recorded.	[ "Health" ]	[ "Casualties" ]	[ "Humanitarian Conditions" ]	[ "Casualties->Dead" ]	[ "Humanitarian Conditions->Physical And Mental Well Being" ]
353465	57882	2311	es	59	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://migravenezuela.com/web/articulo/la-brecha-digital-para-la-proteccion-de-derechos-de-la-poblacion-venezolana/2701	.Pero ésta es una pequeña parte de la barrera administrativa, porque casi la totalidad de los servicios que habitualmente servirían para la protección de derechos de la población venezolana, se han visto afectados por la transición digital en su prestación.Esas comunidades de escasos recursos se encuentran aisladas y realmente excluidas del ejercicio democrático de sus derechos.	[ "Protection" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
117551	32630	1386	es	63	UNHCR Venezuela	2019-08-18 18:24:04.968948+00	https://reliefweb.int/sites/reliefweb.int/files/resources/Cl%C3%BAster%20ASH%20%28WASH%29%20Venezuela%20%E2%80%93%20mayo%202020.pdf	Desde el inicio del año, los miembros del clúster ASH reportan haber atendido a 416.000 personas. Esto incluye 21 organizaciones que intervienen en 22 estados (falta Cojedes y Nueva Esparta), 64 municipios y 77 parroquias, sin embargo, la mayoría se concentran en Bolívar (132.000 per.) y Táchira (132.160 per.).	[ "WASH" ]	[]	[ "Impact", "Capacities & Response" ]	[]	[ "Impact->Impact On Systems, Services And Networks", "Capacities & Response->International Response" ]
197861	43573	2331	en	58	GIMAC Somalia	2020-11-10 19:39:37.608922+00	https://reliefweb.int/sites/reliefweb.int/files/resources/WFP-0000119200.pdf	Additionally, 93 percent of MCHN beneficiaries participated in an adequate number distributions, indicating a high level of adherence. These improvements are attributed to the integration of nutrition-Sensitive Social Behaviour Change Communication (SBCC) which encourages uptake of recommended dietary practices among caregivers and pregnant and nursing women and strengthened community mobilization and sensitization.	[ "Nutrition", "Health" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->International Response" ]
428806	63531	2225	fr	82	IMMAP/DFS RDC	2020-10-05 03:44:04.532391+00	https://reliefweb.int/sites/reliefweb.int/files/resources/compte-rendu_de_lactualite_des_nations_unies_en_rdc_a_la_date_du_18_aout_2021_final.pdf	Les acteurs étatiques sont responsables de cinq violations (FARDC : 4, PNC : 1). Globalement, 41% des violations ont été vérifiées [par la section Protection de l’enfant de la MONUSCO en juillet 2021] au Nord-Kivu (72), 29% au Sud-Kivu (51), 17% en Ituri (30), 7% au Tanganyika (12), et 5% au Maniema (9).	[ "Protection" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Physical And Mental Well Being" ]
36536	13319	788	en	57	Nigeria Situation Analysis (OA)	2019-01-31 07:08:16.99+00	https://reliefweb.int/sites/reliefweb.int/files/resources/UNICEF-CPiE-Caseload-Verification.pdf	Assessing the age distribution showed that children below the age of 10 constitute the larger proportion of the caseload (2,975: 52%), followed by children between the age of 11 to 15 years (2,178: 38%) and those between 16 and 18 years (604: 10%).	[]	[ "Context" ]	[]	[ "Context->Demography" ]	[]
153752	37900	2028	en	63	IMMAP/DFS Syria	2020-07-27 17:50:36.885932+00	https://www.syriahr.com/en/181529/	According to SOHR statistics, based on reports obtained from reliable medical sources in regime-controlled areas, the total number of confirmed Covid-19 cases has reached nearly 10,050, of whom 1,170 recovered, and 640 died.The cases are distributed across all Syrian provinces. However, most of the deaths and infections have been in Aleppo, Damascus and Rif Dimashq.	[ "Health" ]	[ "Casualties" ]	[ "Humanitarian Conditions" ]	[ "Casualties->Dead" ]	[ "Humanitarian Conditions->Physical And Mental Well Being" ]
125054	34309	1185	es	47	UNHCR Peru	2019-05-11 12:26:55.684822+00	https://redhum.org/documento/3655265	Entre el 2017 y junio del 2020, en Piura se ha culminado la reconstrucción de 7,731 viviendas afectadas por el FEN (7,528 en zonas urbanas y 203 en zonas rurales) de un total de 12,621. Ello representa un avance del 61 %.	[ "Shelter" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
241114	47521	2225	fr	52	IMMAP/DFS RDC	2020-10-05 03:44:04.532391+00	https://reliefweb.int/sites/reliefweb.int/files/resources/communique_de_presse_situation_securitaire_a_beni.pdf	La plupart d’entre elles sont hébergées dans des familles d’accueil - lesquelles subissent une pression sur leurs ressources et sont d’autant plus vulnérables - tandis que les autres populations déplacées vivent dans des écoles ou des églises, dans des conditions de vie particulièrement précaires.	[]	[ "Displacement" ]	[]	[ "Displacement->Type/Numbers/Movements" ]	[]
260529	49010	2098	en	51	IMMAP/DFS Bangladesh	2020-08-25 16:07:18.131445+00	https://www.dhakatribune.com/health/coronavirus/2021/02/12/covid-19-experts-suggest-increasing-vaccination-centres	[12th February 2021, Bangladesh] Dr Mohammad Mushtuq Husain, adviser at the Institute of Epidemiology, Disease Control and Research (IEDCR), said people are also being motivated to take the vaccine after seeing eminent politicians, cabinet members and senior citizens get the shot.	[ "Health" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On People" ]
250065	48432	2099	fr	54	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00	https://reliefweb.int/sites/reliefweb.int/files/resources/RAPPORT%20DE%20MONITORING%20DE%20PROTECTION_%20MBDHP_%20DECEMBRE%202020_SAHEL.pdf	(Sahel) En plus, les classes sont surpeuplées du fait de la situation de déplacement dans la région. La majorité des écoles sont fermées dans les zones à risque du fait de l’insécurité et la plupart des élèves se retrouve dans les chefs- lieux des provinces pour la scolarisation	[ "Education" ]	[]	[ "Impact", "Humanitarian Conditions" ]	[]	[ "Impact->Impact On Systems, Services And Networks", "Humanitarian Conditions->Living Standards", "Impact->Driver/Aggravating Factors" ]
90236	25675	1621	en	53	2020 DFS Libya	2020-01-02 06:15:06.32558+00	https://reliefweb.int/sites/reliefweb.int/files/resources/UNICEF%20programme%20in%20Mine%20Risk%20Education.pdf	According to the Humanitarian Needs Overview for 2020, the conflict has affected approximately 1.8 million people, including 268,000 children. Dozens of children have been killed and injured by airstrikes, shelling, small arms fire, Improvised Explosive Devices (IED) and Explosive Remnants of War (ERW)	[ "Protection", "Cross" ]	[ "Context", "Humanitarian Access", "Casualties" ]	[ "At Risk", "Impact" ]	[ "Context->Demography", "Context->Security & Stability", "Humanitarian Access->Physical Constraints", "Casualties->Injured", "Casualties->Dead" ]	[ "At Risk->Risk And Vulnerabilities", "Impact->Number Of People Affected" ]
214197	45401	2333	fr	93	GIMAC Niger	2020-11-10 20:26:45.246732+00	https://www.afro.who.int/sites/default/files/countries/Niger/Bulletin_4_nCOVID-19_Niger_2003200.pdf	Le patient a été transféré ensuite, au site de prise en charge de l’Hôpital Général de référence de Niamey en date du 19 mars 2020. La recherche des contacts autour du cas a permis de recenser au total 76 personnes dont 65 vivant dans la même concession, 8 collègues de travail et 3 autres au niveau de la clinique médicale qui a lancé l’alerte. Ces derniers sont en confinement au site identifié par le Gouvernement avec un suivi quotidien de l’équipe médicale.	[ "Health" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->National Response" ]
322079	54686	2311	es	48	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://www.elespectador.com/noticias/nacional/pico-y-cedula-barranquilla-hoy-horarios-y-restricciones-este-26-de-abril/	Además de esta medida, el toque de queda seguirá vigente en la capital del Atlántico desde las 6:00 p.m. hasta las 5:00 a.m. del día siguiente. Esta restricción está decretada desde este lunes 26 de abril y va hasta el viernes 30 del mismo mes.	[]	[ "Covid-19" ]	[]	[ "Covid-19->Restriction Measures" ]	[]
237758	47247	2225	fr	52	IMMAP/DFS RDC	2020-10-05 03:44:04.532391+00	https://reliefweb.int/sites/reliefweb.int/files/resources/REACH_RDC_SO_1901_ERM_Oicha_octobre-decembre2020.pdf	Parmi les IC rapportant que l’école la plus proche avait été endommagée, 5/7 ont rapporté que ces destructions étaient liées à des attaques par des personnes armées, tandis que 2/7ont rapporté que ces destructions n’étaient pas liées à des violences, ni à un désastre.	[ "Education" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
206731	44799	2028	en	42	IMMAP/DFS Syria	2020-07-27 17:50:36.885932+00	http://www.sana.sy/en/?p=212354	[2nd December, 2020, Overall Syria]Health Ministry announced on Wednesday that 86 new Coronavirus cases have been registered in the country and that 65 patients infected with the virus have recovered, while 4 others have passed away	[]	[ "Covid-19" ]	[]	[ "Covid-19->Deaths", "Covid-19->Cases" ]	[]
6296	270	321	en	153	Situation Analysis Generic Libya	2018-02-25 07:27:20.010275+00	https://reliefweb.int/report/libya/libya-migrants-and-refugees-out-plane-and-boat	A recent report by the Bundestag Research Services on SAR operations in the Mediterranean notes the support for the Libyan Coast Guard by EU and Member States in bringing refugees and migrants back to Libya may be violating the principle of non-refoulement as outlined in the Geneva Convention: “This cooperation must be the subject of proceedings before the European Court of Human Rights, because the people who are being forcibly returned with the assistance of the EU are being inhumanely treated, tortured or killed.” stated Andrej Hunko, European policy spokesman for the German Left Party (die Linke). A joint statement released by SAR NGO’s operating in the Mediterranean calls on the EU institutions and leaders to stop the financing and support of the Libyan Coast Guard and the readmissions to a third country which violates fundamental human rights and international law.	[ "Protection" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Physical And Mental Well Being" ]
68838	19726	1386	es	35	UNHCR Venezuela	2019-08-18 18:24:04.968948+00	http://www.noticierodigital.com/2019/10/psicologo-luis-madrid-venezolanos-sufren-de-mas-insomnio-desnutricion-y-depresion-por-la-crisis/	Madrid indicó que la salud mental del venezolano se ha deteriorado exponencialmente en los últimos 10 años. “hay muchos problemas de sueño de bienestar emocional que van afectando el desempeño del venezolano.	[ "Health" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
276601	43574	2335	en	97	GIMAC South Sudan	2020-11-10 20:45:20.504506+00	https://reliefweb.int/sites/reliefweb.int/files/resources/SS_20200616_C19_HRP.pdf	Contextualized messaging on COVID-19 continues in close collaboration with partners and in line with the guidance from the Risk Communication and Community Engagement Technical Working Group. Key messages are disseminated using various modes of communication such as house to house visits, local FM radios, megaphones, and loudspeakers mounted on cars. Equally important, messaging on critical hand washing practices, maintaining environmental cleaning campaigns at household level, safe water management and safe disposal of human excreta were taken into consideration with adequate measures put in place on physical distancing practice.	[ "WASH", "Cross" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->International Response", "Capacities & Response->National Response" ]
199645	44244	2098	en	31	IMMAP/DFS Bangladesh	2020-08-25 16:07:18.131445+00	https://www.dhakatribune.com/world/2020/11/24/global-covid-19-cases-top-59-million?fbclid=IwAR3W378wmb4obad6839zPLpCs8UVmGh7k3ykGwgKtML2HD73GKZ5tjvxD4Y	[24th Nov 2020, Bangladesh] Bangladesh records 32 more deaths, 2,230 new cases19 new coronavirus cases in 24 hours until Monday, pushing up the tally to 449,760	[]	[ "Covid-19" ]	[]	[ "Covid-19->Deaths", "Covid-19->Cases" ]	[]
114100	29963	1183	es	137	UNHCR Colombia	2019-05-11 12:16:54.552931+00	https://data2.unhcr.org/es/documents/download/77001	9.300 mascarillas y tapabocas, 5.000 guantes quirúrgicos, 310 monogafas y 1.800 batas para el personal de salud. 892 kits de protección personal para el personal de salud y sustitutos del ICBF. 2.100 unidades de material informativo sobre la prevención del COVID-19 y lavado de manos en Maicao, Riohacha, Uribia y San Juan del Cesar. 500 kits para lactantes en Riohacha y 320 kits para gestantes y recién nacidos. 296 mosquiteros entregados en comunidades de Maicao. 25 RHU instaladas en el Hospital San José de Maicao, 2 RHU adicionales en el Hospital de San Juan del Cesar y 11 carpas entregadas en Maicao, Riohacha, Uribia y San Juan. Dotación de insumos y equipos médicos para los hospitales de Maicao, Riohacha y San Juan.	[ "Health" ]	[]	[]	[]	[]
498030	68545	1187	es	134	UNHCR Argentina	2019-05-11 12:32:46.674632+00		El trámite de obtención de residencia de los niños y niñas quedaba en suspenso hasta que la familia aportara alguno de esos documentos. Ante la encrucijada (y la indicación de la autoridad migratoria), las familias concurrieron al Consulado de Venezuela en Buenos Aires para solicitar el certificado de nacionalidad. Efectivamente, se trata de una certifica- ción que todos los consulados emiten a sus nacionales, pero únicamente a aquellos que ya estén “identificados” en su país de origen: es decir, que cuenten con pasaporte o documento nacional de identidad —en este caso, cédula venezolana—. Puesto que los niños no contaban con ninguno de esos documentos, el Consulado no podía emitirles los certificados de nacionalidad solicitados por la autoridad migratoria argentina.	[ "Protection" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On People" ]
209363	44943	2331	en	40	GIMAC Somalia	2020-11-10 19:39:37.608922+00	https://www.humanitarianresponse.info/sites/www.humanitarianresponse.info/files/documents/files/health_cluster_bulletin_april_to_june.pdf	Nine health care facilities (HCF) in eight districts (Afmadhow, Afgoye, Baidoa, Beletwayne, Doolow, Hobyo, Kismayo and Qardo) were affected; restricting access to the health services for 275,300 people.	[ "Health" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
165299	39846	1183	es	132	UNHCR Colombia	2019-05-11 12:16:54.552931+00	https://reliefweb.int/sites/reliefweb.int/files/resources/estudio%20mujeres%20Migraciontes_final.pdf	6.5 Obstáculos para acceder a medios de vida Las profesionales tienen dificultades para que las contraten en puestos acordes a sus conocimientos y experiencia laboral. Cuando han viajado con sus títulos se suma la necesidad de apostillar los documentos y convalidarlos, lo cual implica un tiempo y unos costos que no siempre pueden asumir. Las personas con conocimientos técnicos que no portan un título tienen la posibilidad de recibir una certificación de competencias de parte del Servicio Nacional de Aprendizaje (SENA). Las mujeres son una minoría de las personas venezolanas certificadas por el SENA, únicamente el 30,1% (69,9% son hombres) y esta proporción ha disminuido desde 2017, año en que fue de 32,3% (Khoudour, 2019).	[ "Protection", "Livelihoods" ]	[]	[ "At Risk", "Humanitarian Conditions" ]	[]	[ "At Risk->Risk And Vulnerabilities", "At Risk->Risk And Vulnerabilities", "Humanitarian Conditions->Living Standards" ]
133432	35113	1187	es	43	UNHCR Argentina	2019-05-11 12:32:46.674632+00		El 54% de la población encuestada afirmó que dentro de su núcleo familiar ninguna persona tenía una cuenta bancaria. Estar bancarizados es un indicador de integración que le permite a las personas insertarse financieramente en el país que lo acoge.	[ "Cross" ]	[]	[ "Humanitarian Conditions" ]	[]	[ "Humanitarian Conditions->Living Standards" ]
326504	53308	2098	en	53	IMMAP/DFS Bangladesh	2020-08-25 16:07:18.131445+00	https://reliefweb.int/sites/reliefweb.int/files/resources/DEC_CVA_Rohingya_Response_Review_GroupeURD_2020.pdf	[3 December 2020, Bangladesh, Cox's Bazar] Other health-related concerns: Multiple factors, such as the lockdown, the isolation, the fear about the pandemic and the reduction of protection activities, have caused an increase in mental health related troubles for refugees and host communities.	[ "Health" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On People", "Impact->Driver/Aggravating Factors" ]
106345	31118	1860	en	161	COVID-19 Americas Region Multi-Sectorial Assessment	2020-05-18 21:51:19.040784+00		2.3.1 Remittances to LAC in 2020 Will Be Highly Impacted by COVID-19 In 2020, remittance flows to the LAC region are expected to fall by 19.3 percent. These projected growth rates are lower than the decrease of 12.3 percent during the global financial crisis of 2009. The anticipated drop in remittances is likely to be sharper for LAC than other regions. This is because Italy, Spain, and the United States, which are the region’s main remittance-source countries, have been hit hard by the pandemic. Some corridors that are highly dependent on remittances from these countries, such as those involving Ecuador and Colombia, are likely to register larger declines. Prevailing high unemployment rates in Italy and Spain are likely to be exacerbated by the economic impact of the COVID-19 crisis, fur- ther constraining remittance flows to Bolivia, Ecuador, Colombia, Paraguay, and Peru.	[ "Protection", "Livelihoods" ]	[ "Shock/Event", "Displacement", "Context" ]	[ "Impact", "At Risk" ]	[ "Displacement->Type/Numbers/Movements", "Shock/Event->Type And Characteristics", "Context->Economy", "Shock/Event->Underlying/Aggravating Factors" ]	[ "Impact->Impact On Systems, Services And Networks", "Impact->Driver/Aggravating Factors", "At Risk->Risk And Vulnerabilities" ]
70652	20132	1386	en	49	UNHCR Venezuela	2019-08-18 18:24:04.968948+00	https://redhum.org/documento/3367453	More than 80 percent of the 4.5 million Venezuelan refugees and migrants have remained in the region, hosted by Latin American and Caribbean countries. These migrants and refugees are not confined to camps but are in towns and cities where they live together with local people.	[]	[ "Context" ]	[]	[ "Context->Demography" ]	[]
323188	54743	2331	en	57	GIMAC Somalia	2020-11-10 19:39:37.608922+00	https://www.impact-repository.org/document/reach/0d2e5894/DBF_area	[WATER, SANITATION & HYGIENE (WASH) LIVING STANDARDS GAP (LSG)] Most commonly reported problems related to accessing sanitation facilities by households of IDP settlement were Sanitation facilities (latrines/toilets) are not functioning or full (38%), Sanitation facilities (latrines/toilets) are unclean/unhygienic ( 30%)	[ "WASH" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
453657	64943	2099	fr	52	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00	https://reliefweb.int/sites/reliefweb.int/files/resources/RAPPORT%20MONITORING%20DE%20PROTECTION-PLATEAU%20CENTRAL_Juillet%202021.pdf	En ce qui concerne les enfants séparés, des cas ont été signalé (plus d’une dizaine) dans les communes de Zitenga, Dapélogo, Ourgou-Manega. Ces enfants vivent dans des conditions de vie précaire (besoins alimentaires, vêtements, santé, éducation, …).	[ "Protection" ]	[]	[ "At Risk" ]	[]	[ "At Risk->Risk And Vulnerabilities" ]
415130	63863	1185	es	44	UNHCR Peru	2019-05-11 12:26:55.684822+00		Además, debido a la emergencia sanitaria, en los albergues que reciben a personas nuevas se han implementado cuartos especiales para el periodo de aislamiento preventivo (los primeros catorce días de llegada) y otros espacios en caso de contraer la enfermedad	[ "Shelter" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
244522	47234	2225	fr	63	IMMAP/DFS RDC	2020-10-05 03:44:04.532391+00	https://reliefweb.int/sites/reliefweb.int/files/resources/hno_2021-final_0.pdf	Personnes réfugiées congolaises à l’étranger et rapatriées en RDC Près de 927 585 congolais sont réfugiés en Afrique, principalement en Ouganda, en Afrique du Sud, au Burundi, en Tanzanie et au Rwanda.86 La tendance est à l’augmentation comparativement à la même période en 2019, où ces chiffres étaient de 886 881 personnes réfugiées congolaises	[]	[ "Displacement" ]	[]	[ "Displacement->Type/Numbers/Movements" ]	[]
235254	45085	2335	en	29	GIMAC South Sudan	2020-11-10 20:45:20.504506+00	https://fscluster.org/sites/default/files/documents/fsnms_r25_final_report_25_june_2020.pdf	As compared to January 2019, the proportion of the population facing Crisis (IPC Phase 3) or worse acute food insecurity has decreased by 9 percent.	[ "Food Security" ]	[]	[]	[]	[]
343902	56628	2311	es	115	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://www.cepal.org/sites/default/files/publication/files/46914/cb2536_es.pdf	Sin embargo, el sector agroalimentario parece tener un comportamiento diferente al resto de los sectores económicos. Antes de la crisis, se esperaba que América Latina y el Caribe se transformara en la principal región productora de alimentos del mundo, aportando más de un cuarto de los productos agrícolas y pesqueros del planeta (OCDE y FAO, 2019) y después de casi un año de iniciada la crisis, la proyección no ha variado mayormente. Es más, la exportación de productos agrícolas y pesqueros producidos en la región ha aumentado en un 6% durante el primer semestre del 2020 (FAO y CEPAL, 2020).	[ "Food Security" ]	[]	[ "Impact" ]	[]	[ "Impact->Impact On Systems, Services And Networks" ]
196684	43642	2311	es	66	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://migravenezuela.com/web/articulo/la-integracion-venezolana-un-proceso-social-a-largo-plazo/2265	En Bogotá, el 61% manifestó no tener el plan de regresar y el 37% de hacerlo. Eso significa que una buena parte de la población venezolana que vive actualmente en Colombia tiene la intención de reconstruir su proyecto de vida en el país o retornar solo cuando las condiciones en Venezuela lo permitan, aspecto que aún se ve muy lejano.	[]	[ "Displacement" ]	[]	[ "Displacement->Intentions" ]	[]
83707	23107	1621	en	38	2020 DFS Libya	2020-01-02 06:15:06.32558+00	https://reliefweb.int/report/libya/libya-conflict-dg-echo-unicef-un-ocha-echo-daily-flash-09-january-2020	Since 1 April 2019, there have been at least 60 registered attacks on health facilities and workers, impacting at least 19 ambulances and 17 health facilities and causing at least 75 deaths and 49 injuries.	[ "Health" ]	[ "Context", "Casualties" ]	[ "Impact" ]	[ "Context->Security & Stability", "Casualties->Injured", "Casualties->Dead" ]	[ "Impact->Impact On Systems, Services And Networks" ]
220778	45315	2336	en	18	GIMAC Afghanistan	2020-11-10 20:46:14.995164+00	https://reliefweb.int/sites/reliefweb.int/files/resources/afghanistan_wash_cluster_strategy_in_the_context_of_the_covid-19_17th_may_2020.pdf	Position handwashing facilities with soap and set up mandatory handwashing for anyone entering and exiting the HCF.	[ "WASH" ]	[]	[ "Priority Interventions" ]	[]	[ "Priority Interventions->Expressed By Humanitarian Staff" ]
320205	53182	2466	en	58	GIMAC Sudan	2021-02-16 12:10:04.77029+00	https://reliefweb.int/sites/reliefweb.int/files/resources/SDN_2021HNO.pdf	There are five million vulnerable residents throughout the country considered in the worst severity of needs as follows: 5.03 million people needs access to hygiene services, 3.7 million people needs access to sanitation, and 1.4 million needs access to basic water services. About 2.2 million IDPs are in the worst severity of needs.	[ "WASH" ]	[]	[]	[]	[]
301883	51166	2335	en	40	GIMAC South Sudan	2020-11-10 20:45:20.504506+00	https://reliefweb.int/sites/reliefweb.int/files/resources/UNICEF%20South%20Sudan%20Humanitarian%20Situation%20Report%20No.%20152%20-%20January-December%202020.pdf	UNICEF field offices in Bor and Malakal also took part in the identification and prioritization of at-risk counties for heightened surveillance to prevent importation of cholera from neighboring regions of Ethiopia that reported a cholera outbreak in November 2020.	[ "Health" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->International Response" ]
386053	57658	2099	fr	51	IMMAP/DFS Burkina Faso	2020-08-25 17:55:22.758158+00		BILAN PHYSIQUE DES ACTIVITES - Le concours meilleure école GHM [gestion hygiénique des menstrues] - Les rencontre périodique de bilan de mise en œuvre avec les acteurs du projet - Visites annuelle d'échanges dans les écoles avec les filles et les garçons - 2726 filles et 2820 garçons touchés	[ "Education", "WASH" ]	[]	[ "Capacities & Response" ]	[]	[ "Capacities & Response->Number Of People Reached/Response Gaps", "Capacities & Response->International Response" ]
231746	46684	2311	es	49	IMMAP/DFS Colombia	2020-11-01 19:17:22.972239+00	https://www.dane.gov.co/files/investigaciones/boletines/ech/ech/CP_empleo_nov_20.pdf	 Alojamiento y servicios de comida fue la rama de actividad económica con la mayor reducción de ocupados en el país en noviembre de 2020 (-413 mil, variación estadísticamente significativa). Por el contrario, Información y comunicaciones registró un incremento de 52 mil ocupados.	[]	[ "Context" ]	[]	[ "Context->Economy" ]	[]

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Dataset Card for HumSet

Dataset Summary

HumSet is a novel and rich multilingual dataset of humanitarian response documents annotated by experts in the humanitarian response community. HumSet is curated by humanitarian analysts and covers various disasters around the globe that occurred from 2018 to 2021 in 46 humanitarian response projects. The dataset consists of approximately 17K annotated documents in three languages of English, French, and Spanish, originally taken from publicly-available resources. For each document, analysts have identified informative snippets (entries) in respect to common humanitarian frameworks, and assigned one or many classes to each entry. See the our paper for details.

Supported Tasks and Leaderboards

This dataset is intended for multi-label classification

Languages

This dataset is in English, French and Spanish

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

entry_id: unique identification number for a given entry. (string)
lead_id: unique identification number for the document to which the corrisponding entry belongs. (string)
project_id unique identification number for the project to which the corrisponding entry belongs. (string)
sectors, pillars_1d, pillars_2d, subpillars_1d, subpillars_2d: labels assigned to the corresponding entry. Since this is a multi-label dataset (each entry may have several annotations belonging to the same category), they are reported as arrays of strings. See the paper for a detailed description of these categories. (list)
lang: language. (str)
n_tokens: number of tokens (tokenized using NLTK v3.7 library). (int64)
project_title: the name of the project where the corresponding annotation was created. (str)
created_at: date and time of creation of the annotation in stardard ISO 8601 format. (str)
document: document URL source of the excerpt. (str)
excerpt: excerpt text. (str)

Data Splits

The dataset includes a set of train/validation/test splits, with 117435, 16039 and 15147 examples respectively.

Dataset Creation

The collection originated from a multi-organizational platform called the Data Entry and Exploration Platform (DEEP) developed and maintained by Data Friendly Space (DFS). The platform facilitates classifying primarily qualitative information with respect to analysis frameworks and allows for collaborative classification and annotation of secondary data.

Curation Rationale

[More Information Needed]

Source Data

Documents are selected from different sources, ranging from official reports by humanitarian organizations to international and national media articles. See the paper for more informations.

Initial Data Collection and Normalization

Who are the source language producers?

[More Information Needed]

Annotation process

HumSet is curated by humanitarian analysts and covers various disasters around the globe that occurred from 2018 to 2021 in 46 humanitarian response projects. The dataset consists of approximately 17K annotated documents in three languages of English, French, and Spanish, originally taken from publicly-available resources. For each document, analysts have identified informative snippets (entries, or excerpt in the imported dataset) with respect to common humanitarian frameworks and assigned one or many classes to each entry.

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

NLP team at Data Friendly Space

Licensing Information

The GitHub repository which houses this dataset has an Apache License 2.0.

Citation Information

@inproceedings{fekih-etal-2022-humset,
    title = "{H}um{S}et: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response",
    author = "Fekih, Selim  and
      Tamagnone, Nicolo{'}  and
      Minixhofer, Benjamin  and
      Shrestha, Ranjan  and
      Contla, Ximena  and
      Oglethorpe, Ewan  and
      Rekabsaz, Navid",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2022",
    month = dec,
    year = "2022",
    address = "Abu Dhabi, United Arab Emirates",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2022.findings-emnlp.321",
    pages = "4379--4389",
}