license: apache-2.0
task_categories:
- summarization
Interactive behavior analysis relies on high-quality time-series or event-based data to derive actionable insights—whether for performance optimization, behavior pattern recognition, or trend forecasting. This dataset, stored in CSV format, provides structured records of interaction modes, interaction actions, operation objectives, application names or IDs, interface descriptions, and more, enabling users to conduct in-depth analysis, build predictive models, or visualize key metrics.
Dataset Details
This dataset is presented in standard CSV (comma separated values) format, ensuring broad compatibility with data processing tools such as Pandas, Excel, Python. It contains over 10,000+ rows of time stamped records, covering the entire process of multiple users interacting with the intelligent car cockpit system from boarding to disembarking.
Data Format
- Primary Format: CSV (Comma-Separated Values)
- Encoding: GBK
- Compression: uncompressed
Uses
- Data Visualization: Generate time-series plots (e.g., “user step count over 30 days”), spatial maps (e.g., “player movement heatmaps”), or event distribution charts (e.g., “frequency of different event types”).
- Predictive Modeling: Train machine learning models to forecast outcomes (e.g., “predict user activity level based on historical data”“classify event types using quantitative indicators”).
- Pattern Recognition: Identify hidden trends (e.g., “peak activity hours of users”“common movement paths of players”“anomaly patterns in equipment logs”).
- Educational Purposes: Serve as a teaching material for data cleaning, exploratory data analysis (EDA), or CSV format processing (suitable for beginners in data science).
Dataset Structure
| app_source | front_page | source | action_type | screen_id | operate_target | input | voice_dc | vin | format_time_ms | json_all | event_key | original_timestamp |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Setting | Setting | 触控 | 点击 | 中控屏 | Bluetooth | zxy | 2025-08-01T08:16:01.117Z | {"action":"Click","widget_type":"SettingSwitch","widget_id":"Bluetooth","value":"off"} | Bluetooth | 1754036161117 | ||
| Voice | Voice | 语音 | 对话 | 中控屏 | VoiceASR | 开始播放 | zxy | 2025-08-01T08:16:31.934Z | {"action":"Speech","widget_type":null,"widget_id":null,"value":"开始播放"} | asr | 1754036189348 | |
| Map | Map | 系统 | 响应 | 中控屏 | SearchInput | 国家体育馆 | zxy | 2025-08-01T08:19:37.740Z | {"action":"Input","widget_type":"SearchInput","widget_id":"SearchInput","value":"国家体育馆"} | SearchInput | 1754036377740 |