---
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")
```