58 extractive question-and-answer pairs built from Operational Manual on, published by ncdc.mohfw.gov.in. The source is a 26-page publication. Source-evidenced topics include web portal, sentinel surveillance, air pollution related illnesses, integrated health information platform, noads dashboard, user manual, district nodal officers, state nodal officers. 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: 23 summary, 14 factual, 12 list, 6 relationship, 3 definition. 44 of the 58 pairs (75.9%) ask explanatory questions; the remaining 14 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains 58 extractive question-and-answer pairs derived from the 'Operational Manual on Sentinel Surveillance of Air Pollution Related Illnesses,' published by ncdc.mohfw.gov.in. The questions cover topics such as web portals, air pollution illnesses, and health information platforms. Each answer is a verbatim excerpt from the source document, which spans 26 pages. The dataset includes explanatory, factual, list-based, and relationship questions, with explanatory questions making up 75.9% of the total. The data is designed to assist stakeholders, including district and state nodal officers, in using the NOADS dashboard for monitoring air pollution-related health data.
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# One-time install: pip install desidata
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import desidata
df = desidata.load("ncdc-mohfw-gov-in-d96c79c576fe26cfc33da7f8b135b74e")
df.head()First 10 of 58 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What is dashboard? | a tool to collect, monitor and in future evaluate the surveillance system | The web dashboard is a link between the application and the surveillance stakeholders at different levels. The dashboard is a tool to collect, monitor and in future evaluate the surveillance system. The purpose of this document is to facilitate the stakeholders, i.e., the district nodal officers, state nodal officers, programme officials involved in the NOADS surveillance to seamlessly use the dashboard for monitoring the surveillance data to the next level. | 124 | definition | 0.980 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | The dashboard is a tool to collect, monitor and in future evaluate the surveillance system. | 4 | page=4,block=2 | 0.850 | valid |
| What is web dashboard? | a link between the application and the surveillance stakeholders at different levels | It helps in understanding the outlook and operations inside the web dashboard of the NOADS app. The web dashboard is a link between the application and the surveillance stakeholders at different levels. The dashboard is a tool to collect, monitor and in future evaluate the surveillance system. | 117 | definition | 0.980 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | The web dashboard is a link between the application and the surveillance stakeholders at different levels. | 4 | page=4,block=2 | 0.850 | valid |
| How does the cases data and AQI value change in the web application? | according to the User role and linked geographical access | Cases data, Map of the geographical area and AQI value will change according to the User role and linked geographical access. Menu Section: This section shows the main menu of the web application. It consists of 7 submenus. Any of the submenu can be clicked to enter the particular section. Banner Section: This section displays programme related images. Map Section: This section displays the India map with state wise cumulative cases reported on air pollution related illnesses. There is an option of viewing the district wise cases of individual state by clicking on state or selecting particular state from drop down menu “Select State” at top right corner. News/Activities Section: This section displays the latest news from programme division at central/state/district level Overall Cases Reported Section: This section displays the cumulative data reported through NOADS application. | 67 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | Cases data, Map of the geographical area and AQI value will change according to the User role and linked geographical access. | ||||
| Under whose guidance was the user manual for the web dashboard developed? | Prof. Atul Goel, Director General, DGHS | This booklet is a user manual for web dashboard linked with the mobile application of sentinel surveillance on air pollution related illnesses. The undersigned developed the manual under the guidance of Prof. Atul Goel, Director General, DGHS, Shri Lav Agarwal, Additional Secretary, MoHFW, Dr. Sujeet K Singh, Principal Advisor, NCDC, Dr. Aakash Shrivastava, Additional Director, NCDC under National Programme on Climate Change and Human Health, National Centre for disease control, Directorate General of Health Services, Ministry of Health and Family Welfare. Dr Siva Prasad (Deputy Assistant Director) and Dr Nivethitha N EIS officer (NCDC) contributed for the successful designing and development of the web dashboard and its manual for the programme. The application is supported by the IHIP team (Dr. | 203 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | The undersigned developed the manual under the guidance of Prof. Atul Goel, Director General, DGHS, Shri Lav Agarwal, Additional Secretary, MoHFW, Dr. | 26 | |||
| What can users monitor using the filter in the facility-wise daily reporting section? | the daily submission of data from the state level up to the facility level | Facility wise daily reporting section is for tracking and ensuring that the data submission from each sentinel centre is regular. Through the filter, user can track the daily submission of data from the state level up to the facility level. Reported Facility: Total facility reported for a day out of expected no. of facility centres expected to be reporting Reporting Trends: User can track last 7 days of the reporting data from the facility. Reporting Over Map: User can visualize the reporting pattern in each state/district to identify under reporting state/district/facilities. Tabular view of Reporting: User can visualize the reporting pattern in each state/district to identify the under-reporting state/district/facilities in tabular form. Drilldown available up to facility level. | 165 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | Through the filter, user can track the daily submission of data from the state level up to the facility level. | 19 | |||
| What does the information on air pollution illnesses compare with? | city wise air quality indices and other pollutant parameters | This section displays information about air pollution illnesses and their comparison with city wise air quality indices and other pollutant parameters. The following submenu is displayed as dropdown under “Air Pollution Related Illnesses” • Cases Dashboard • Facility Reporting • Consolidated ARI Cases Summary • Consolidated Facility Reporting • Surveillance Report | 90 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | This section displays information about air pollution illnesses and their comparison with city wise air quality indices and other pollutant parameters. | 14 | page=14,block=2 | 0.700 | valid |
| Which company collaborated with WHO India on the application development? | Indev Consultancy Pvt Limited Delhi | Shyam Singhal and his team), WHO India in partnership with the App developers (Indev Consultancy Pvt Limited Delhi). The programme is thankful to all those who supported in realising the manual in the current form for the benefit of the programme at every level. Dr Rameshwar Sorokhaibam Deputy Director | 79 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | Shyam Singhal and his team), WHO India in partnership with the App developers (Indev Consultancy Pvt Limited Delhi). | 26 | page=26,block=8 | 0.700 | valid |
| How are total cases categorized in the Demographic and Clinical Distribution section visualized? | as bars representing those categories | Demographic and Clinical Distribution of Air Pollution Related Illnesses: This Section displays air pollution illness cases reported based on the following categories. A. Total cases (as per emergency department): In this section users can visualize the cases according to the emergency departments from which they were reported in the surveillance. Filters can be applied for different categories i.e. Emergency Reported to ED, Acute Respiratory Illnesses, Requiring Nebulization, Hospital Admission, Non-Invasive Ventilation, Invasive Ventilation B. Total cases (as per category of case): In this section users can visualize the various categories of data captured under surveillance in a facility/district/state as bars representing those categories | 715 | summary | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | Total cases (as per category of case): In this section users can visualize the various categories of data captured under surveillance in a facility/district/state as bars representing those categories | ||||
| What details are provided in the ARI Cases (Nebulisation) section? | the total number of cases that required Nebulisation among the ARI cases reported in the emergency department at facility/district/state/nation | Filter Section: User can view the details using the following filters: a. Geographical Location (State/District/Sentinel Hospital) b. Date Range (Today/Last week/Last Month/Specific date range) Cases Widget: This section displays the cumulative cases reported based on the type of filter selected in filter section. Total Emergency Cases: This section displays the total emergency cases reported at the facility/district/state/nation including air pollution related illnesses. Respiratory (ARI Cases): This section displays the total cases reported at facility/district/state/nation related to Acute Respiratory Illness in emergency department. ARI Cases (Nebulisation): This section displays the total number of cases that required Nebulisation among the ARI cases reported in the emergency department at facility/district/state/nation. | 693 | summary | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | ARI Cases (Nebulisation): This section displays the total number of cases that required Nebulisation among the ARI cases reported in the emergency department at facility/district/state/nation. | ||||
| What details are provided in the Total Emergency Cases section? | the total emergency cases reported at the facility/district/state/nation including air pollution related illnesses | Filter Section: User can view the details using the following filters: a. Geographical Location (State/District/Sentinel Hospital) b. Date Range (Today/Last week/Last Month/Specific date range) Cases Widget: This section displays the cumulative cases reported based on the type of filter selected in filter section. Total Emergency Cases: This section displays the total emergency cases reported at the facility/district/state/nation including air pollution related illnesses. Respiratory (ARI Cases): This section displays the total cases reported at facility/district/state/nation related to Acute Respiratory Illness in emergency department. ARI Cases (Nebulisation): This section displays the total number of cases that required Nebulisation among the ARI cases reported in the emergency department at facility/district/state/nation. | 361 | summary | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/4-User%20Manual%20for%20Web%20Portal%20of%20Sentinel%20Surveillance%20on%20Air%20Pollution%20related%20lllnesses.pdf | Total Emergency Cases: This section displays the total emergency cases reported at the facility/district/state/nation including air pollution related illnesses. |
Read straight from the file — download or use the API URL for the full dataset.
| 12 |
| page=12,block=1 |
| 0.700 |
| valid |
| page=26,block=8 |
| 0.700 |
| valid |
| page=19,block=3 |
| 0.700 |
| valid |
| 16 |
| page=16,block=2 |
| 0.700 |
| valid |
| 15 |
| page=15,block=1 |
| 0.700 |
| valid |
| 15 |
| page=15,block=1 |
| 0.700 |
| valid |