ပြုပြင်ပြောင်းလဲမှုများ
On 2026၊ 20 ဖေဖော်ဝါရီ UTC 17:10:37,
Dermot Kerr:
-
Minute level IoT Sensor Data ၏ ဖော်ပြချက်မှာ
This dataset contains anonymized minute-level IoT sensor data collected from industrial devices across three companies over a three-month period: *November 2024 *December 2024 *January 2025 The dataset is intended for research, analytics development, anomaly detection experiments, time- series modelling, and demonstration purposes. All device and company identifiers have been anonymised.
မှThis dataset contains anonymized minute-level IoT sensor data collected from industrial devices across three companies over a three-month period: (1) November 2024, (2) December 2024, (3) January 2025. The dataset is intended for research, analytics development, anomaly detection experiments, time- series modelling, and demonstration purposes. All device and company identifiers have been anonymised.
သို့ ပြင်ဆင်ခဲ့သည်။
| f | 1 | { | f | 1 | { |
| 2 | "author": "SMDH Data Science Team", | 2 | "author": "SMDH Data Science Team", | ||
| 3 | "author_email": "info@smdh.uk", | 3 | "author_email": "info@smdh.uk", | ||
| 4 | "cloud_storage_key_segment": "minute-level-iot-sensor-data", | 4 | "cloud_storage_key_segment": "minute-level-iot-sensor-data", | ||
| 5 | "creator_user_id": "06d04fb0-fe0e-4a6a-b958-061fb38a9f9c", | 5 | "creator_user_id": "06d04fb0-fe0e-4a6a-b958-061fb38a9f9c", | ||
| 6 | "groups": [], | 6 | "groups": [], | ||
| 7 | "id": "d8a76bf3-3b2a-48db-88a6-efae6db0ebf8", | 7 | "id": "d8a76bf3-3b2a-48db-88a6-efae6db0ebf8", | ||
| 8 | "isopen": false, | 8 | "isopen": false, | ||
| 9 | "license_id": "other-nc", | 9 | "license_id": "other-nc", | ||
| 10 | "license_title": "Other (Non-Commercial)", | 10 | "license_title": "Other (Non-Commercial)", | ||
| 11 | "maintainer": "Dermot Kerr", | 11 | "maintainer": "Dermot Kerr", | ||
| 12 | "maintainer_email": "d.kerr@smdh.uk", | 12 | "maintainer_email": "d.kerr@smdh.uk", | ||
| 13 | "metadata_created": "2026-02-20T17:06:32.139578", | 13 | "metadata_created": "2026-02-20T17:06:32.139578", | ||
| n | 14 | "metadata_modified": "2026-02-20T17:09:59.063517", | n | 14 | "metadata_modified": "2026-02-20T17:10:37.409315", |
| 15 | "name": "ulster-university--minute-level-iot-sensor-data", | 15 | "name": "ulster-university--minute-level-iot-sensor-data", | ||
| 16 | "notes": "This dataset contains anonymized minute-level IoT sensor | 16 | "notes": "This dataset contains anonymized minute-level IoT sensor | ||
| 17 | data collected from industrial devices\r\nacross three companies over | 17 | data collected from industrial devices\r\nacross three companies over | ||
| t | 18 | a three-month period:\r\n\r\n*November 2024\r\n*December | t | 18 | a three-month period: (1) November 2024, (2) December 2024, (3) |
| 19 | 2024\r\n*January 2025\r\n\r\nThe dataset is intended for research, | 19 | January 2025.\r\n\r\nThe dataset is intended for research, analytics | ||
| 20 | analytics development, anomaly detection experiments, time-\r\nseries | 20 | development, anomaly detection experiments, time-\r\nseries modelling, | ||
| 21 | modelling, and demonstration purposes.\r\nAll device and company | 21 | and demonstration purposes.\r\n\r\nAll device and company identifiers | ||
| 22 | identifiers have been anonymised.", | 22 | have been anonymised.", | ||
| 23 | "num_resources": 2, | 23 | "num_resources": 2, | ||
| 24 | "num_tags": 0, | 24 | "num_tags": 0, | ||
| 25 | "organization": { | 25 | "organization": { | ||
| 26 | "approval_status": "approved", | 26 | "approval_status": "approved", | ||
| 27 | "created": "2023-03-20T14:27:38.943709", | 27 | "created": "2023-03-20T14:27:38.943709", | ||
| 28 | "description": "Ulster University has a sustained track record in | 28 | "description": "Ulster University has a sustained track record in | ||
| 29 | robotics, computer vision, and computational intelligence. Translating | 29 | robotics, computer vision, and computational intelligence. Translating | ||
| 30 | research into technologies that catalyse innovation in small and large | 30 | research into technologies that catalyse innovation in small and large | ||
| 31 | enterprises, we have been instrumental in attracting inward investment | 31 | enterprises, we have been instrumental in attracting inward investment | ||
| 32 | and developing the knowledge economy. Ulster lead SMDH, lead the | 32 | and developing the knowledge economy. Ulster lead SMDH, lead the | ||
| 33 | virtual manufacturing platform and contribute to data science, | 33 | virtual manufacturing platform and contribute to data science, | ||
| 34 | roll-out and marketing.", | 34 | roll-out and marketing.", | ||
| 35 | "id": "ef5c8779-8217-40b9-a33a-bf371253343c", | 35 | "id": "ef5c8779-8217-40b9-a33a-bf371253343c", | ||
| 36 | "image_url": "2023-05-02-104737.949700uu.png", | 36 | "image_url": "2023-05-02-104737.949700uu.png", | ||
| 37 | "is_organization": true, | 37 | "is_organization": true, | ||
| 38 | "name": "ulster-university", | 38 | "name": "ulster-university", | ||
| 39 | "state": "active", | 39 | "state": "active", | ||
| 40 | "title": "Ulster University", | 40 | "title": "Ulster University", | ||
| 41 | "type": "organization" | 41 | "type": "organization" | ||
| 42 | }, | 42 | }, | ||
| 43 | "owner_org": "ef5c8779-8217-40b9-a33a-bf371253343c", | 43 | "owner_org": "ef5c8779-8217-40b9-a33a-bf371253343c", | ||
| 44 | "private": false, | 44 | "private": false, | ||
| 45 | "relationships_as_object": [], | 45 | "relationships_as_object": [], | ||
| 46 | "relationships_as_subject": [], | 46 | "relationships_as_subject": [], | ||
| 47 | "resources": [ | 47 | "resources": [ | ||
| 48 | { | 48 | { | ||
| 49 | "cache_last_updated": null, | 49 | "cache_last_updated": null, | ||
| 50 | "cache_url": null, | 50 | "cache_url": null, | ||
| 51 | "cloud_storage_key": | 51 | "cloud_storage_key": | ||
| 52 | ersity/minute-level-iot-sensor-data/Minute_level_IoT_Sensor_Data.pdf", | 52 | ersity/minute-level-iot-sensor-data/Minute_level_IoT_Sensor_Data.pdf", | ||
| 53 | "created": "2026-02-20T17:06:48.058140", | 53 | "created": "2026-02-20T17:06:48.058140", | ||
| 54 | "datastore_active": false, | 54 | "datastore_active": false, | ||
| 55 | "description": "", | 55 | "description": "", | ||
| 56 | "format": "PDF", | 56 | "format": "PDF", | ||
| 57 | "hash": "", | 57 | "hash": "", | ||
| 58 | "id": "c73af71e-2193-44e0-9782-675054fe374b", | 58 | "id": "c73af71e-2193-44e0-9782-675054fe374b", | ||
| 59 | "last_modified": null, | 59 | "last_modified": null, | ||
| 60 | "metadata_modified": "2026-02-20T17:06:51.640702", | 60 | "metadata_modified": "2026-02-20T17:06:51.640702", | ||
| 61 | "mimetype": null, | 61 | "mimetype": null, | ||
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| 63 | "name": "Minute_level_IoT_Sensor_Data.pdf", | 63 | "name": "Minute_level_IoT_Sensor_Data.pdf", | ||
| 64 | "package_id": "d8a76bf3-3b2a-48db-88a6-efae6db0ebf8", | 64 | "package_id": "d8a76bf3-3b2a-48db-88a6-efae6db0ebf8", | ||
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| 67 | "size": 160798, | 67 | "size": 160798, | ||
| 68 | "state": "active", | 68 | "state": "active", | ||
| 69 | "url": | 69 | "url": | ||
| 70 | 193-44e0-9782-675054fe374b/download/minute_level_iot_sensor_data.pdf", | 70 | 193-44e0-9782-675054fe374b/download/minute_level_iot_sensor_data.pdf", | ||
| 71 | "url_type": "upload" | 71 | "url_type": "upload" | ||
| 72 | }, | 72 | }, | ||
| 73 | { | 73 | { | ||
| 74 | "cache_last_updated": null, | 74 | "cache_last_updated": null, | ||
| 75 | "cache_url": null, | 75 | "cache_url": null, | ||
| 76 | "cloud_storage_key": | 76 | "cloud_storage_key": | ||
| 77 | ersity/minute-level-iot-sensor-data/Minute_level_IoT_Sensor_Data.csv", | 77 | ersity/minute-level-iot-sensor-data/Minute_level_IoT_Sensor_Data.csv", | ||
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| 96 | "url_type": "upload" | 96 | "url_type": "upload" | ||
| 97 | } | 97 | } | ||
| 98 | ], | 98 | ], | ||
| 99 | "share_internally": false, | 99 | "share_internally": false, | ||
| 100 | "state": "active", | 100 | "state": "active", | ||
| 101 | "tags": [], | 101 | "tags": [], | ||
| 102 | "title": "Minute level IoT Sensor Data", | 102 | "title": "Minute level IoT Sensor Data", | ||
| 103 | "type": "dataset", | 103 | "type": "dataset", | ||
| 104 | "url": "", | 104 | "url": "", | ||
| 105 | "version": "" | 105 | "version": "" | ||
| 106 | } | 106 | } |