36 extractive question-and-answer pairs built from KDSS Launching, published by agriwelfare.gov.in. 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. 34 of the 36 pairs (94.4%) are explanatory questions and 2 restate a figure. 100.00% of rows pass the corpus quality gate.
Use the API URL with your free DD token in notebooks, scripts, and pipelines.
https://www.desidata.in/api/datasets/krishi-decision-support-system-launching-question-and-answer-dataset/downloadDataset downloads are free. For Python or API downloads, sign in once and create a free DD token; set it as DD_TOKEN or save it in your notebook's secrets. Requests are linked to your account so your download history and counts stay accurate.
# One-time install: pip install desidata
# Set DD_TOKEN in your environment first (create a free token in Profile & settings).
import desidata
df = desidata.load("krishi-decision-support-system-launching-question-and-answer-dataset")
df.head()Sign in with Google to download.
Usable for analysis, but expect some cleaning before you rely on it.
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First 10 of 36 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|
| What role does the Krishi Decision Support System play in agriculture? | a catalyst for innovation and sustainability in agriculture | By integrating various data sources available on the Krishi Decision Support System (DSS), various farmer-centric solutions can be developed such as right individual advisories to farmers, early disaster warning like Pest attack, Heavy rain, Hail storm etc. Krishi-DSS is more than just a tool, it's a catalyst for innovation and sustainability in agriculture. Together, we'll build a resilient, sustainable, and prosperous agriculture for India. | 300 | definition | 1.000 | Krishi-DSS is more than just a tool, it's a catalyst for innovation and sustainability in agriculture. | 3 | page=3,block=0 | 0.700 | valid |
| What is the purpose of the Krishi-Decision Support System? | to empower stakeholders with real-time data- driven insights on weather patterns, soil conditions, crop health, crop acreage and advisories | 16-August-2024 17:16 IST Press Information Bureau Government of India Ministry of Agriculture & Farmers Welfare MoS Shri Bhagirath Choudhary launches the digital geo-spatial platform, Krishi-Decision Support System The geo-spatial platform, Krishi-DSS, was unveiled as a powerful tool to empower stakeholders with real-time data- driven insights on weather patterns, soil conditions, crop health, crop acreage and advisories DoAFW organizes One Day Conference on “Space-Driven Solutions for Agricultural Transformation in India” today To commemorate the successful launch of Chandrayaan-3 Mission, and soft landing of the Vikram Lander and deployment of the Pragyaan Rover on the Moon on 23rd August, 2023, the Government of India has declared 23rd Day of August of every year as the National Space Day (NSpD). | 285 | definition | 1.000 | 16-August-2024 17:16 IST Press Information Bureau Government of India Ministry of Agriculture & Farmers Welfare MoS Shri Bhagirath Choudhary launches the digital geo-spatial platform, Krishi-Decision Support System The geo-spatial platform, Krishi-DSS, was unveiled as a powerful tool to empower stakeholders with real-time data- driven insights on weather patterns, soil conditions, crop health, crop acreage and advisories DoAFW organizes One Day Conference on “Space-Driven Solutions for Agricultural Transformation in India” today To commemorate the successful launch of Chandrayaan-3 Mission, | ||||
| What does the one nation-one soil information system provide? | a comprehensive soil data at your fingertips i.e soil type, soil pH, soil health etc. | With Field parcel segmentation, we will be able to accurate field parcel units which will help in understanding each parcels unique needs, cropping patterns for targeted interventions. One nation-one soil information system gives a comprehensive soil data at your fingertips i.e soil type, soil pH, soil health etc. Soil data will help us in assessing crop suitability and land capability for implementing soil water conservation measures. Ground truth data library of Krishi-DSS will foster innovation by providing essential resources like ground truth data and spectral libraries for different crops to the researchers and industry. From flood impact assessment to Crop insurance solutions and many more, Krishi-DSS is a holistic solution. It's about empowering our farmers, informing our policies, and nourishing our nation. | 230 | definition | 1.000 | One nation-one soil information system gives a comprehensive soil data at your fingertips i.e soil type, soil pH, soil health etc. Soil data will help us in assessing crop suitability and land capability for implementing soil water conservation measures. | 3 | page=3,block=0 | ||
| What type of platform is Krishi-DSS described as? | a first-of-its-kind geospatial platform specifically designed for Indian agriculture | Krishi-DSS is a first-of-its-kind geospatial platform specifically designed for Indian agriculture. The platform provides seamless access to comprehensive data including satellite images, weather information, reservoir storage, groundwater levels and soil health information, which can be easily accessed from anywhere at any time. Krishi-DSS includes several advanced modules designed to support comprehensive agricultural management. From the vast expanse of fields to the smallest soil particle, Krishi-DSS has it covered. With crop mapping and monitoring, we will be able to understand cropping patterns by analysing parcel-level crop maps over the different years. This information helps in understanding crop rotation practices and promotes sustainable agriculture by encouraging the cultivation of diverse crops. | 14 | definition | 1.000 | Krishi-DSS is a first-of-its-kind geospatial platform specifically designed for Indian agriculture. | 2 | page=2,block=0 | 0.700 | valid |
| What is Krishi-DSS described as beyond just a tool? | a catalyst for innovation and sustainability in agriculture | By integrating various data sources available on the Krishi Decision Support System (DSS), various farmer-centric solutions can be developed such as right individual advisories to farmers, early disaster warning like Pest attack, Heavy rain, Hail storm etc. Krishi-DSS is more than just a tool, it's a catalyst for innovation and sustainability in agriculture. Together, we'll build a resilient, sustainable, and prosperous agriculture for India. | 300 | definition | 1.000 | Krishi-DSS is more than just a tool, it's a catalyst for innovation and sustainability in agriculture. | 3 | page=3,block=0 | 0.700 | valid |
| What kind of platform is Krishi-DSS? | a first-of-its-kind geospatial platform specifically designed for Indian agriculture | Krishi-DSS is a first-of-its-kind geospatial platform specifically designed for Indian agriculture. The platform provides seamless access to comprehensive data including satellite images, weather information, reservoir storage, groundwater levels and soil health information, which can be easily accessed from anywhere at any time. | 14 | definition | 0.980 | Krishi-DSS is a first-of-its-kind geospatial platform specifically designed for Indian agriculture. | 2 | page=2,block=0 | 0.850 | valid |
| What is Krishi-DSS designed to provide? | real-time data-driven insights on weather patterns, soil conditions, crop health, crop acreage and advisories | disaster management, and soil health management. Launch of Krishi-DSS: The geo-spatial platform, Krishi-DSS, was unveiled as a powerful tool to empower stakeholders with real-time data-driven insights on weather patterns, soil conditions, crop health, crop acreage and advisories. Public-Private Partnerships: The conference underscored the importance of collaboration between the government, private sector and academia in accelerating the adoption of space technology in agriculture. Farmer-Centric Approach: The event emphasized the need to create user-friendly solutions and capacity building programs to ensure that the benefits of space technology reach the grassroots level. | 170 | definition | 0.980 | Launch of Krishi-DSS: The geo-spatial platform, Krishi-DSS, was unveiled as a powerful tool to empower stakeholders with real-time data-driven insights on weather patterns, soil conditions, crop health, crop acreage and advisories. | 4 | page=4,block=0 | 0.700 | valid |
| What was highlighted as essential for accelerating the adoption of space technology in agriculture? | collaboration between the government, private sector and academia | disaster management, and soil health management. Launch of Krishi-DSS: The geo-spatial platform, Krishi-DSS, was unveiled as a powerful tool to empower stakeholders with real-time data-driven insights on weather patterns, soil conditions, crop health, crop acreage and advisories. Public-Private Partnerships: The conference underscored the importance of collaboration between the government, private sector and academia in accelerating the adoption of space technology in agriculture. Farmer-Centric Approach: The event emphasized the need to create user-friendly solutions and capacity building programs to ensure that the benefits of space technology reach the grassroots level. | 355 | relationship | 0.970 | Public-Private Partnerships: The conference underscored the importance of collaboration between the government, private sector and academia in accelerating the adoption of space technology in agriculture. | 4 | page=4,block=0 | 0.700 | valid |
| How does crop mapping and monitoring in Krishi-DSS promote sustainable agriculture? | by analysing parcel-level crop maps over the different years | Krishi-DSS is a first-of-its-kind geospatial platform specifically designed for Indian agriculture. The platform provides seamless access to comprehensive data including satellite images, weather information, reservoir storage, groundwater levels and soil health information, which can be easily accessed from anywhere at any time. Krishi-DSS includes several advanced modules designed to support comprehensive agricultural management. From the vast expanse of fields to the smallest soil particle, Krishi-DSS has it covered. With crop mapping and monitoring, we will be able to understand cropping patterns by analysing parcel-level crop maps over the different years. This information helps in understanding crop rotation practices and promotes sustainable agriculture by encouraging the cultivation of diverse crops. | 608 | relationship | 0.970 | With crop mapping and monitoring, we will be able to understand cropping patterns by analysing parcel-level crop maps over the different years. | 2 | page=2,block=0 | 0.700 | valid |
| What collaboration was emphasized during the conference to accelerate the use of space technology in agriculture? | collaboration between the government, private sector and academia | disaster management, and soil health management. Launch of Krishi-DSS: The geo-spatial platform, Krishi-DSS, was unveiled as a powerful tool to empower stakeholders with real-time data-driven insights on weather patterns, soil conditions, crop health, crop acreage and advisories. Public-Private Partnerships: The conference underscored the importance of collaboration between the government, private sector and academia in accelerating the adoption of space technology in agriculture. Farmer-Centric Approach: The event emphasized the need to create user-friendly solutions and capacity building programs to ensure that the benefits of space technology reach the grassroots level. | 355 | relationship | 0.970 | Public-Private Partnerships: The conference underscored the importance of collaboration between the government, private sector and academia in accelerating the adoption of space technology in agriculture. | 4 | page=4,block=0 | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
| 1 |
| page=1,block=0 |
| 0.700 |
| valid |
| 0.700 |
| valid |