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pillar
string
question_template
string
Shock-Event
In %s, what are the main characteristics of the disaster/shock/event, i.e. type of shock, intensity, characteristics, locations affected, etc.? What pre existing measures, policies or mechanisms mitigated the intensity of the disaster and its impact on population and services?
Displacement
In %s, what is the current total number of internally displaced people, refugees, returnees and asylum seekers? What are the main geographical areas they come from? What are the main geographical areas they displaced to? What are the main settings they use (camps, private accommodation, hosted by relatives, collective ...
Information And Communication
In %s, what are the main information sources and communication means preferred by the affected population? What challenges does the affected population face in terms of access to information and communication means due to the disaster?What are the main information needs of the affected population
Humanitarian Access
In %s, how many of the people affected are currently facing moderate or severe humanitarian access barriers? What are the main humanitarian access barriers faced by humanitarian actors when planning or conducting humanitarian response? What are the main humanitarian access barriers faced by the affected population when...
Impact
In %s, for the %s sector, how has the life of people been impacted by the disaster in terms of damages to private properties and assets, losses of properties and assets and changes in behaviours or social norms?What main public services, public properties or public assets have been disrupted by the disaster?
Humanitarian Conditions
In %s, for the %s sector, what is the number and percentage of the total affected population not able to meet their basic needs? Which of the basic needs are unmet, and by how many? What are the number and types of coping strategies used by the affected population to cope with their unmet needs, and how may people use ...
At Risk
In %s, what are the population groups (demographics, affected groups, groups with specific needs or else) the most vulnerable to the consequences of future shocks on %s, what are they vulnerable to and how many are they?
Priority Needs
In %s, for the %s sector, what are the priority unmet needs and challenges identified by the affected population themselves, in priority order? What are the priority needs and challenges expressed by the humanitarian actors, in priority order? What are the main differences between the two sets of priorities?
Priority Interventions
In %s, for the %s sector, what are the different types of assistance the affected population would prefer to receive, in priority order (organize them by goods, services, cash or a mix of them)? What are the different types of assistance recommended to be provided by the humanitarian actors, in priority order (organize...
Capacities & Response
In %s, for the %s sector, what are the main types of relief assistance (organized around provision of goods, service delivery, cash assistance) implemented by relief actors, to how many people and where?What are the current capacities (resources, funding, staff, material, stock, etc.) of relief actors in comparison to ...
Context
In %s, What is the overall structure of the government and decision-making processes, and how has the political system evolved over time? What are the key legal frameworks and policies governing the country, and what trends have emerged in recent years? How is the population distributed across urban, peri-urban, and ...
Casualties
In %s, What is the total number of casualties, including deaths and injuries, and how have they been distributed across different groups and locations? What are the main causes of casualties, including direct violence, natural disasters, and other factors? What are the key trends in the number of casualties over time,...

Dataset Card for Level 1 Pillars Descriptive Questions

This dataset contains analytical question templates organized by humanitarian pillars for crisis response analysis.

Dataset Description

Dataset Summary

This dataset provides structured analytical questions for humanitarian response analysis across ten key pillars. Each question template is designed to guide comprehensive assessment of humanitarian situations, with placeholders for specific contexts and sectors.

Languages

The dataset contains English language question templates.

Dataset Structure

Data Instances

Each instance in the dataset contains:

  • pillar: The humanitarian analysis pillar (e.g., "Shock-Event", "Displacement")
  • question_template: A template question with placeholders (%s) for context/sector-specific information

Data Fields

  • pillar: string - The humanitarian analysis pillar
  • question_template: string - The analytical question template

Data Splits

The dataset contains a single split with 10 question templates.

Pillar Categories

  1. Shock-Event: Questions about disaster characteristics, intensity, affected locations, and mitigation measures
  2. Displacement: Questions about displaced populations, movement patterns, and integration challenges
  3. Information And Communication: Questions about information sources, communication means, and information needs
  4. Humanitarian Access: Questions about access barriers for both humanitarian actors and affected populations
  5. Impact: Questions about disaster impacts on private/public properties, assets, behaviors, and social norms
  6. Humanitarian Conditions: Questions about unmet basic needs, coping strategies, and consequences on physical/mental health
  7. At Risk: Questions about vulnerable population groups and their susceptibility to future shocks
  8. Priority Needs: Questions comparing priority needs identified by affected populations versus humanitarian actors
  9. Priority Interventions: Questions about preferred assistance types from both affected populations and humanitarian actors
  10. Capacities & Response: Questions about relief assistance implementation, capacities of relief actors, and humanitarian response progress

Intended Uses & Limitations

This dataset is intended for humanitarian analysts, researchers, and AI systems focused on crisis response. The question templates can be used to:

  • Guide systematic information collection during humanitarian assessments
  • Structure analytical frameworks for crisis response
  • Train AI systems to generate relevant analytical questions for specific contexts
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