# Data

Each stream represents a unique data set, such as energy usage, temperature, or occupancy levels, and is often associated with specific equipment or systems.

<figure><img src="/files/mzSuF3hYI5XvjHVuKd5j" alt=""><figcaption><p>Data Stream Graph View</p></figcaption></figure>

1. **Stream Name and Navigation**\
   Displays the name of the selected stream (e.g., C2\_GW/PM5320\_110077204/Active Energy Delvd) and allows navigation to the pool or stream.
2. **ML Processing Toggle**\
   Indicates whether machine learning processing is enabled for the stream. When enabled, your data will be processed with machine learning and any missing data will be substituted accordingly.
3. **Reprocess Button**\
   Allows the user to manually trigger the reprocessing of the stream data.

<figure><img src="/files/IdMCIieqYkHBBF5yo3wt" alt="" width="459"><figcaption><p>Stream Settings Popup</p></figcaption></figure>

4. **Stream Settings**\
   TBA
5. **Reading Status**\
   Shows the current reading status of the stream (e.g., "Normal"), which indicates whether the stream is functioning correctly or experiencing issues.
6. **Last Log Value**\
   Displays the most recent value logged in the stream, providing an at-a-glance insight into current data activity.
7. **Readings**\
   Indicates the total number of readings logged for the stream within the defined time frame.
8. **Data Range**\
   Users can use either predefined or custom time ranges like "Today," "Yesterday," "Last 7 Days," or "Last Month" to examine trends, patterns, or anomalies within a dataset.
9. **Data Visualization Options**\
   Provides a visual representation of the stream data in graphical or tabular format. Users can toggle between a Graph view and a Table view.
10. **Stream Quality Overview**
    1. **Source Data Breakdown**: Displays a pie chart showing the proportion of sourced vs. missing data.
    2. **Data Type Breakdown**: Visualizes the proportion of Source vs Machine Learned data types.
    3. **Data Quality Rating**: Provides a numerical rating out of 100 and a qualitative description (e.g., "Excellent") for the stream's data quality according to a predefined Data Quality Rating Benchmark.
11. **Tags Section**\
    Displays tags associated with the stream, which can be used for filtering or categorization. Users can add or remove tags as needed.

<figure><img src="/files/HEHapkRCwzm2sE1OSDhi" alt=""><figcaption></figcaption></figure>

12. **Table View**\
    In Table view, users can see detailed readings for the stream data, including timestamps, values, and calculated status.


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