Update dataset README (2908 rows)
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README.md
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dtype: string
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splits:
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- name: train
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num_examples:
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license: cc-by-4.0
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task_categories:
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- tabular-classification
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# Flowmatic Smart City Dataset
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Pipeline run: `
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Updated: 2026-05-26T11:
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Rows: 2,
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File: `test-continious-export.csv`
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## Preview (latest rows)
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| stage | eventId | eventTime | sourceId | sourceName | sourceType | sourceMode | sensorType | location | pm25 | timestamp | transport | confidence | sensorKind | airQualityIndex |
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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| "cleaned" | "
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| "cleaned" | "
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| "cleaned" | "
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| "cleaned" | "
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| "cleaned" | "
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## Usage
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dtype: string
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splits:
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- name: train
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num_examples: 2908
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license: cc-by-4.0
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task_categories:
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- tabular-classification
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# Flowmatic Smart City Dataset
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Pipeline run: `cmpmk0k4p073ml43c1vs3hauy`
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Updated: 2026-05-26T11:30:47.364Z
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Rows: 2,908
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File: `test-continious-export.csv`
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## Preview (latest rows)
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| stage | eventId | eventTime | sourceId | sourceName | sourceType | sourceMode | sensorType | location | pm25 | timestamp | transport | confidence | sensorKind | airQualityIndex |
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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| "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 |
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| "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" | "" |
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| "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 |
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| "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 |
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| "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 |
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## Usage
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