## Example notebooks

This page contains links to Jupyter Notebooks demonstrating the functionality of some of the Smart Health modules.


```{important}
The Smart Health pipeline is under continuous development and these examples are liable to change.

In particular, these example do not yet implement the following features currently under development:
* Filtering of aggregated Heart Rate data to remove datapoints incompatible with life
* Extraction of user IDs from the file metadata whilst loading raw `.json` files
```

Included are demonstrations of:

* Processing the raw data inputs, namely:
    * Raw GPS data
    * Raw Fitbit intraday steps and heart rate data
    * Raw Fitbit daily summary data
* Enriching the derived LSOA data with AHAH environmental measures
* A demonstration of merging new data into an existing dummy Smart Health database
* Example outputs for each of the clean data tables generated within the MVP project phase:
    * Intraday Fitbit activities
    * Fitbit Daily Summary
    * Intraday LSOA
    * Intraday Mobility
    * Intraday Environmental

```{toctree}
   :maxdepth: 1
   :caption: Contents:
   
Process_raw_GPS
Process_raw_fitbit_daily_summary
Process_raw_fitbit_intraday

Enrich_LSOA_with_environmental
```