Dataset Card
Dataset Description
Device Usage Dataset contains structured technology records covering digital innovation, software systems, robotics tasks, technology news, business technology, science and technology indicators, artificial intelligence, automation, cloud computing, ICT development, digital infrastructure, and technology market activity. The dataset supports technology research, dashboard development, forecasting, machine learning, operational analysis, and digital transformation studies.
Dataset Summary
This dataset provides structured CSV data for analysis, reporting, research, dashboards and machine learning workflows.
Dataset Structure
The file is available in CSV format and can be used with Python, R, Excel, Google Sheets, Power BI or other data analysis tools.
Data Preview
| record_id | technology_category | region | system_type | usage_count | performance_score | status_level | reporting_year |
|---|---|---|---|---|---|---|---|
| 1 | ICT | Asia | Service | 39471643 | 91.36 | Low | 2022 |
| 2 | AI | Americas | Automation System | 91529541 | 81.86 | Medium | 2023 |
| 3 | AI | Africa | Platform | 69384098 | 83.87 | High | 2024 |
| 4 | Software | Asia | Service | 69382617 | 51.63 | High | 2022 |
| 5 | Digital Services | East | Device | 14603943 | 12.06 | High | 2022 |
| 6 | Cybersecurity | East | Device | 7592563 | 23.93 | Critical | 2023 |
| 7 | Digital Services | Americas | Automation System | 3563203 | 80.79 | Low | 2023 |
| 8 | Robotics | International | Platform | 5209875 | 29.07 | Medium | 2022 |
| 9 | ICT | East | Device | 33001204 | 11.34 | Critical | 2023 |
| 10 | Cybersecurity | East | Automation System | 54183701 | 10.81 | High | 2024 |
License
llama2
Citation
Device Usage Dataset. Technology Data Research Collection, Version 1.4, 2025.