252 extractive question-and-answer pairs built from 2-Training Module for District Nodal Officers – Air Pollution Related Illnesses, published by ncdc.mohfw.gov.in. The source is a 57-page publication. Source-evidenced topics include air pollution, air quality information, air quality early warning system (aqews), particulate matter (pm), sulphur dioxide (so2), nitrogen oxides (nox), carbon monoxide (co), volatile organic compounds (vocs). Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. Question types in the export: 80 list, 67 factual, 40 summary, 33 relationship, 17 definition, 12 table, 3 comparison. 173 of the 252 pairs (68.7%) ask explanatory questions; the remaining 79 are factual or table-based questions. 99.60% of rows pass the corpus quality gate.
This dataset contains 252 question-and-answer pairs derived from the 'Training Module for District Nodal Officers – Air Pollution Related Illnesses,' published by ncdc.mohfw.gov.in. The questions cover topics such as air pollution sources, health impacts, mitigation strategies, and governance frameworks. Answers are verbatim excerpts from the source document, ensuring accuracy and traceability. The dataset includes various question types, such as definitions, summaries, and factual queries, with a focus on explanatory content. It is designed to support district-level health officers in addressing air pollution-related health challenges.
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# One-time install: pip install desidata
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import desidata
df = desidata.load("ncdc-mohfw-gov-in-d683788a4915e2080274772a215230eb")
df.head()First 10 of 252 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What concept does the animated video 'Beyond Boundaries – Understanding Airsheds and PM2.5' aim to introduce? | secondary pollutants and airshed- based control of air pollution | Air pollutants can travel long distances and can transform into to other pollutants which may be more harmful that the parent pollutant. It is important to introduce the concept of airshed management of air pollution and help understand how PM2.5 is formed, how it travels and how it impacts health. An animated video (Beyond Boundaries – Understanding Airsheds and PM2.5) produced by the World bank introduces the complex concepts of secondary pollutants and airshed- based control of air pollution as in Figure 3.4. | 435 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | An animated video (Beyond Boundaries – Understanding Airsheds and PM2.5) produced by the World bank introduces the complex concepts of secondary pollutants and airshed- based control of air pollution as in Figure 3.4. | 22 | page=22,block=3 | 0.700 | valid |
| What is air pollution globally recognized as in terms of environmental hazards? | the single largest environmental risk to human health | Executive Summary The manual is meant for the capacity building of the district programme officials under NPCCHH on air pollution related illnesses. This will help them to understand what the priority activities to do and how these activities are to work out in achieving the intended five key objectives as outlined under the programme on the subject. The programme officers will be sensitised that air pollution is regarded as a critical environmental hazard recognized globally as the single largest environmental risk to human health and a main avoidable cause of death and disability. Tackling air pollution and its health impact is a great challenge in our country because of multiplicity of sources and prevailing meteorology and requiring multi-sectoral approaches both the health and non-health sectors. | 484 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | The programme officers will be sensitised that air pollution is regarded as a critical environmental hazard recognized globally as the single largest environmental risk to human health and a main avoidable cause of death and disability. | ||||
| What is the first level of defense in the respiratory system against foreign materials? | the barrier of cells and fluids that the foreign material must get through before it enters the body's tissue | Defense Mechanism of Respiratory system against air pollution Respiratory system is one of the crucial pathways through which PM in the ambient air gets into the body. The body responds to particulate pollution with the same multi-layered defense system that it uses to defend itself against other foreign materials such as bacteria and viruses: by attempting to prevent access and then by trying to rid the body of the foreign matter. The first important level is the barrier of cells and fluids that the foreign material must get through before it enters the body's tissue. Fluid secretions, such as mucus lining the airways and ciliated cells, are essential elements of this system. | 465 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | The first important level is the barrier of cells and fluids that the foreign material must get through before it enters the body's tissue. | 31 | page=31,block=1 | ||
| What is the purpose of the National Clean Air Programme? | address the issues of air pollution in the country | 2. NATIONAL CLEAN AIR PROGRAMME - MECHANISM TO ADDRESS AIR POLLUTION Learning Objectives: 1. To understand National Clean Air Programme as the National Mechanism to address the issues of air pollution in the country 2. To understand the coordinating mechanism with MoEFCC and the concerned ministries to mitigate air pollution | 165 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | To understand National Clean Air Programme as the National Mechanism to address the issues of air pollution in the country 2. | 14 | page=14,block=1 | 0.700 | valid |
| What waste segregation method is mandatory through municipalities and RWAs? | Source segregation into dry and wet waste | Emissions from Unsustainable waste management practices Ministry of Housing and Urban Affairs 1. Use the smart cities framework to launch the NCAP in the 43 smart cities falling in the list of 102 non-attainment cities. 2. Transform our centralised waste disposal infrastructure to a sustainable decentralized system in 102 cities 3. Source segregation into dry and wet waste to be made mandatory through involvement of municipalities and the RWA. 4. Mandatory Training and capacity building of municipalities and the RWA. 5. Transitioning towards a zero-waste pathway through an integrated solid waste management strategy, including targeting waste prevention, recycling, composting, energy recovery, treatment, and disposal. 6. Waste reduction schemes such as ‘polluters pay’ principle, recycling projects, composting, | 334 | definition | 1.000 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | Transform our centralised waste disposal infrastructure to a sustainable decentralized system in 102 cities 3. Source segregation into dry and wet waste to be made mandatory through involvement of municipalities and the RWA. | ||||
| What are Atmospheric processes? | responsible for the transportation, mixing, and physical and chemical transformation of pollutants | The critical aspect of these sources is their strengths in emission quantities and height of release. Atmospheric processes are responsible for the transportation, mixing, and physical and chemical transformation of pollutants. The wind speed and direction decide how quickly the pollutants will be dispersed and what will be the direction of impact. | 128 | definition | 0.980 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | Atmospheric processes are responsible for the transportation, mixing, and physical and chemical transformation of pollutants. | 5 | page=5,block=9 | 0.850 | valid |
| What are District Nodal Officers? | the functional leaders at the district level for implementation of the programme | The training module is meant for the District Nodal Officers under NPCCHH to enable them to understand on the issue and ways to address air pollution related illnesses at the district level. District Nodal Officers are the functional leaders at the district level for implementation of the programme. Under their leadership, the programme is focused to address the health concern through the health functionaries constituted and identified and the appropriate mobilization of the resources for any need in addressing the concern of air pollution and human health. | 219 | definition | 0.980 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | District Nodal Officers are the functional leaders at the district level for implementation of the programme. | 57 | page=57,block=19 | 0.850 | valid |
| What is Air pollution? | considered as the single largest environmental health threat globally, is known to have association with health impacts | Air pollution is considered as the single largest environmental health threat globally, is known to have association with health impacts. A recent ICMR study reported on disease burden, deaths etc. | 17 | definition | 0.980 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | Air pollution is considered as the single largest environmental health threat globally, is known to have association with health impacts. | 27 | page=27,block=7 | 0.850 | valid |
| What is Benzo(a)pyrene? | a polycyclic aromatic hydrocarbon (PAH) found in fine PM | significant precursor to ambient PM2.5 concentrations. Benzo(a)pyrene is a polycyclic aromatic hydrocarbon (PAH) found in fine PM. Its origin is the incomplete combustion of various fuels. | 73 | definition | 0.980 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | Benzo(a)pyrene is a polycyclic aromatic hydrocarbon (PAH) found in fine PM. | 8 | page=8,block=5 | 0.850 | valid |
| What is Ground-level (tropospheric) ozone? | not directly emitted into the atmosphere | Ground-level (tropospheric) ozone is not directly emitted into the atmosphere. Instead, it forms in the atmosphere from a chain of chemical reactions following emissions of certain precursor gases: NOX, carbon monoxide (CO), and volatile organic compounds (VOCs). | 37 | definition | 0.980 | https://ncdc.mohfw.gov.in/uploads/pdf/2-Training%20Module%20for%20District%20Nodal%20Officers%20%e2%80%93%20Air%20Pollution%20Related%20Illnesses.pdf | Ground-level (tropospheric) ozone is not directly emitted into the atmosphere. | 7 | page=7,block=1 | 0.850 | valid |
Read straight from the file — download or use the API URL for the full dataset.
| 2 |
| page=2,block=1 |
| 0.700 |
| valid |
| 0.700 |
| valid |
| 17 |
| page=17,block=1 |
| 0.700 |
| valid |