Dataset Open Access
Precision Beef - Animal Behaviour Classification
Pavlovic, Dejan;
Christopher Davison;
Andrew Hamilton;
Oskar Marko;
Robert Atkinson;
Craig Michie;
Vladimir Crnojevic;
Ivan Andonovic;
Xavier Bellekens;
Tachtatzis, Christos
The data set contains sensor data for three cattle behaviours, (Eating, Rumination and Other). In particular, it contains 18 animals over three farm trials in the Easter Howgate Farm, Edinburgh, UK.
Each animal is assigned a unique identifier XX in the range 01-18 and is equipped with 2 devices:
- Afimilk Silent Herdsman Collar that provides the raw acceleration traces from a 3-axis MEMs accelerometer at frequency of 10 Hz.
- Rumiwatch Halter device that measures the pressure created by the jaw movements and provides classifications at frequency of 10 Hz.
A detailed description of the data is provided in the Readme.md.
Files
(8.2 GB)
| Name | Size | |
|---|---|---|
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accel-01.csv
md5:ae6c00a0adf3e82155d70e264cb29f46 |
577.3 MB | Download |
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accel-02.csv
md5:75f692dbd5757183d4c025766ebae923 |
181.4 MB | Download |
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accel-03.csv
md5:a190502f74f2fb1d9fdf6561cf29f8e4 |
455.2 MB | Download |
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accel-04.csv
md5:8487c47410fef2dbbc6cf921199112a9 |
198.2 MB | Download |
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accel-05.csv
md5:e5dd19d7e863df0aff83c66a9369771d |
178.3 MB | Download |
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accel-06.csv
md5:bb1deaaeb3f4285ecd133efbc2174d90 |
574.1 MB | Download |
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accel-07.csv
md5:4fc0e3ee0c193bd935fe2340b56c820c |
243.9 MB | Download |
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accel-08.csv
md5:d354648b754d95cfec64d3e9656f8f9c |
244.2 MB | Download |
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accel-09.csv
md5:14c77e34a00c328e2a62bfdd5bcae311 |
237.5 MB | Download |
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accel-10.csv
md5:f5e131d7790fe252726047226aad2c85 |
233.9 MB | Download |
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accel-11.csv
md5:3d7e080fbccd33cdf800667a6db042e0 |
240.2 MB | Download |
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accel-12.csv
md5:a3d5b3fed759a135e83d9fce1068e3e7 |
208.7 MB | Download |
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accel-13.csv
md5:7ba2259c875a646cba638890b812551b |
243.0 MB | Download |
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accel-14.csv
md5:ec0c356b59333fe81c0298f329e7e7dc |
240.2 MB | Download |
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accel-15.csv
md5:fb3a0b06fd55e8fdee0f130dbc79d5c5 |
242.2 MB | Download |
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accel-16.csv
md5:96b8c15c04390d7a61d4b1b8ee79bda7 |
202.8 MB | Download |
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accel-17.csv
md5:7bae6097192ab0e5b2192ce4d4fcb2b8 |
242.6 MB | Download |
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accel-18.csv
md5:40e15b0ef918f6cf73a6e3cc158c38be |
241.8 MB | Download |
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halter-01.csv
md5:79ee4556e5d50d2a4f680ad0f65a28ee |
377.2 MB | Download |
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halter-02.csv
md5:f933becfe7a5f9a51a0d7db7a1cd85bd |
119.8 MB | Download |
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halter-03.csv
md5:2430e583849d9a946c9c17a863b711bd |
293.4 MB | Download |
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halter-04.csv
md5:be80be57b2e6033f7db4e225d2a3587d |
133.4 MB | Download |
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halter-05.csv
md5:f1dd057ca95923bd561f636c4319f158 |
119.3 MB | Download |
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halter-06.csv
md5:cefd8132f21f978d66f51c2a642f82d5 |
376.3 MB | Download |
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halter-07.csv
md5:68e19efe1e84619d2aaf9b1113bfcefa |
155.8 MB | Download |
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halter-08.csv
md5:4ab6261f827fbb08334d34d3bab84218 |
156.3 MB | Download |
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halter-09.csv
md5:41cd681b3441f67ceb257c1eceb10694 |
155.4 MB | Download |
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halter-10.csv
md5:d35d27cdab21d31d599942ccc403956c |
155.4 MB | Download |
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halter-11.csv
md5:6784f1c5826dc95e7202ad0916a0d0f9 |
153.9 MB | Download |
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halter-12.csv
md5:97d196dae05c368f4ed33bec2d525bbd |
136.3 MB | Download |
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halter-13.csv
md5:58a897d103baca54f6940f5cfbe3144d |
154.5 MB | Download |
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halter-14.csv
md5:46028070ba943bdc488003cb3727efc4 |
157.6 MB | Download |
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halter-15.csv
md5:bea6cb517f10d04ff277ef6b44ebad8d |
156.8 MB | Download |
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halter-16.csv
md5:f3d9d3d7cd5104a73fdcb0491c1c2837 |
129.6 MB | Download |
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halter-17.csv
md5:bb1df725fd74de938524c28602d0b88b |
156.4 MB | Download |
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halter-18.csv
md5:8268412415e10a285cfb4a7662c6fb7c |
152.3 MB | Download |
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Readme.md
md5:e52efa933769610b68cf7872f65479e7 |
6.6 kB | Download |
1,293
2,585
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 1,293 | 1,293 |
| Downloads | 2,585 | 2,585 |
| Data volume | 662.0 GB | 662.0 GB |
| Unique views | 1,093 | 1,093 |
| Unique downloads | 496 | 496 |
Indexed in
- Publication date:
- June 9, 2021
- DOI:
-
- Keyword(s):
- animal behaviour cattle collar halter accelerometer
- Grants:
-
European Commission:
- DRAGON - Data Driven Precision Agriculture Services and Skill Acquisition (810775)
- PrecisionBeef (BB/M027333/1)
- License (for files):
- Creative Commons Attribution 4.0 International