| dataset_info: | |
| features: | |
| - name: stage | |
| dtype: string | |
| - name: eventId | |
| dtype: string | |
| - name: eventTime | |
| dtype: string | |
| - name: sourceId | |
| dtype: string | |
| - name: sourceName | |
| dtype: string | |
| - name: sourceType | |
| dtype: string | |
| - name: sourceMode | |
| dtype: string | |
| - name: sensorType | |
| dtype: string | |
| - name: location | |
| dtype: string | |
| - name: pm25 | |
| dtype: string | |
| - name: timestamp | |
| dtype: string | |
| - name: transport | |
| dtype: string | |
| - name: confidence | |
| dtype: string | |
| - name: sensorKind | |
| dtype: string | |
| - name: airQualityIndex | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_examples: 2908 | |
| license: cc-by-4.0 | |
| task_categories: | |
| - tabular-classification | |
| tags: | |
| - flowmatic | |
| - smart-city | |
| - cleaned-data | |
| # Flowmatic Smart City Dataset | |
| Pipeline run: `cmpmk0k4p073ml43c1vs3hauy` | |
| Updated: 2026-05-26T11:30:47.364Z | |
| Rows: 2,908 | |
| File: `test-continious-export.csv` | |
| ## Preview (latest rows) | |
| | stage | eventId | eventTime | sourceId | sourceName | sourceType | sourceMode | sensorType | location | pm25 | timestamp | transport | confidence | sensorKind | airQualityIndex | | |
| | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | |
| | "cleaned" | "cmpmk0juy073kl43cf4ywjts5" | "2026-05-26T11:30:42.441Z" | "cmpmd0vi10004qq3chk9mt68z" | "IoT WebSocket Simulator" | "WEBSOCKET" | "SIMULATED" | "iot" | "Astana" | 13.7 | "2026-05-26T11:30:42.441Z" | "WEBSOCKET" | 0.905 | "iot" | 114 | | |
| | "cleaned" | "cmpmk0j3c073gl43cwscwvzzj" | "2026-05-26T11:30:41.448Z" | "cmpmaabuu0007p93c03sn8cw2" | "Weather Stations" | "HTTP_POLLING" | "SIMULATED" | "weather" | "Astana" | "" | "2026-05-26T11:30:41.445Z" | "HTTP_POLLING" | 0.959 | "weather" | "" | | |
| | "cleaned" | "cmpmk0j37073el43c5i6ak6hg" | "2026-05-26T11:30:41.442Z" | "cmpmd0vi10004qq3chk9mt68z" | "IoT WebSocket Simulator" | "WEBSOCKET" | "SIMULATED" | "iot" | "Astana" | 15.8 | "2026-05-26T11:30:41.441Z" | "WEBSOCKET" | 0.979 | "iot" | 106 | | |
| | "cleaned" | "cmpmk0ibf0738l43c6tls3idr" | "2026-05-26T11:30:40.443Z" | "cmpmaabt10005p93cgh6wgdxo" | "IoT Traffic Sensors" | "HTTP_POLLING" | "SIMULATED" | "iot" | "Astana" | 7 | "2026-05-26T11:30:40.442Z" | "HTTP_POLLING" | 0.832 | "iot" | 101 | | |
| | "cleaned" | "cmpmk0ibd0736l43cm83q7boa" | "2026-05-26T11:30:40.441Z" | "cmpmd0vi10004qq3chk9mt68z" | "IoT WebSocket Simulator" | "WEBSOCKET" | "SIMULATED" | "iot" | "Astana" | 29.8 | "2026-05-26T11:30:40.440Z" | "WEBSOCKET" | 0.901 | "iot" | 142 | | |
| ## Usage | |
| ```python | |
| from datasets import load_dataset | |
| ds = load_dataset("pushthetempo/test-continious-export", split="train") | |
| ``` | |