Bulk Processing Charts
After a bulk job completes (or even partially completes), the Charts tab gives you a visual summary of the results. Charts help you quickly understand the distribution of outputs without exporting and opening the CSV in a spreadsheet tool.
Available chart types
Hubrix generates charts automatically based on the output columns in your job. The types of charts available depend on the data in each column:
Status breakdown (donut chart)
Always shown for every job. Displays the split between:
- Completed — rows processed successfully
- Failed — rows that returned an error
- Pending — rows not yet processed (for in-progress jobs)
This is the first chart to check when a job finishes. A high failure rate usually indicates a misconfigured prompt or an issue with the source data.
Categorical distribution (bar chart)
Shown for output columns with a small number of distinct values — for example, a Classify operation that assigns one of five category labels. Displays the count of rows per category.
Numeric distribution (histogram)
Shown for output columns that contain numbers — for example, a score extracted by an Extract operation. Displays the frequency distribution of values across configurable buckets.
Duration distribution
Shows how long individual row processing took, distributed across time ranges. Useful for identifying outliers — rows that took unusually long may indicate a prompt that produces very long outputs or a model that timed out.
Switching chart types
Each chart has a type selector dropdown that lets you switch between compatible chart types. For example, a categorical distribution can be shown as a bar chart, a horizontal bar chart, or a donut chart.
Your chart type preferences are saved in localStorage per job. If you switch from a bar chart to a donut chart, that preference is remembered when you return to the same job later. Clearing your browser data will reset these preferences.
Refreshing charts for in-progress jobs
If the job is still running, charts update automatically as new rows complete. You do not need to refresh the page. The status donut in particular is useful to watch in real time to track overall job progress.
Exporting data for deeper analysis
For analysis beyond what the charts offer, use the Export feature to download the full results as CSV or XLSX and open them in your preferred spreadsheet or BI tool.
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