Published March 5, 2023 | Version 1
Dataset Open

Youtube comments on Smart Farming

Authors/Creators

  • 1. Dublin Business School
  • 2. Dundalk Institute of Technology
  • 3. Department of Education, VBGI of Educational Studies, Udaipur RJ SH 32, India
  • 4. Technological University DUblin

Description

Please cite the following paper, if you are working on or using the above dataset.

https://www.mdpi.com/2624-7402/4/2/29

Farming Dataset

The datasets are taken from the following 16 YouTube videos related to farming:
1. How Japan Is Reshaping Its Agriculture By Harnessing Smart Farming Technology-
Science Insider
2. Europe has the best regenerative farmers in the world - Richard Perkins
3. The Futuristic Farms That Will Feed the World - Freethink
4. Vertical farms could take over the world - Freethink
5. India’s largest Precision Farm - Simply Fresh Discover Agriculture
6. Solar Panels Plus Farming? Agrivoltaics Explained Undecided with Matt Ferell
7. 7 Israeli Agriculture Technologies Israel
8. The CNH Industrial Autonomous Tractor Concept (Full Version CNH Industrial
9. IoT Smart Plant Monitoring System Viral Science -the home of creativity
10. Singapore’s Bold Plan to Build the Farms of the Future Tomorrow’s Build
11. Smart Vertical Farms in Sharjah Episode Up
12. Drones, robots, and super sperm – the future of farming DW Documentary
13. Simply Fresh - India’s Largest State Of The Art Precision Farm
14. RIPPA The Farm Robot Exterminates Pests And Weeds- ABC Science
15. Top 10 Agritech Startups Empowering Indian Farmers Backstage With Millionaires
16. This Farm of the Future Uses No Soil and 95% Less Water Stories
Total counts: 7334
The comments have been divided into the following labels:
1. Praising (970 comments)
2. Opinion (3224 comments),
3. Suggestion (231 comments),
4. Undefined (1386 comments),
5. Queries (1007 comments)
6. Hybrid (516 comments).

The file includes:
1. Comment
2. Label

Notes

Smart Farming (SF) is an emerging technology in the current agricultural landscape. The aim of Smart Farming is to provide tools for various agricultural and farming operations to improve yield by reducing cost, waste, and required manpower. SF is a data-driven approach that can mitigate losses that occur due to extreme weather conditions and calamities. The influx of data from various sensors, and the introduction of information communication technologies (ICTs) in the field of farming has accelerated the implementation of disruptive technologies (DTs) such as machine learning and big data.

Files

Farming data.csv

Files (1.1 MB)

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md5:2263c881ccf4a12d26f16d1dd737a942
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md5:bced793b7909a049303d52c45fc25236
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Additional details

References

  • Yadav, S., Kaushik, A., Sharma, M. and Sharma, S., 2022. Disruptive technologies in smart farming: an expanded view with sentiment analysis. AgriEngineering, 4(2), pp.424-460.