data exploration

By just including the fantastic plotly python library, we are now inspecting big data in semantic context defined by the Reference Designation System (RDS: ISO/IEC 81346).

As a small example here is showing only one of the ~50 returned inverters for these systems at one solar PV site. Fully interactive as part of a data analytics notebook (Jupyter).

Another query aggregating just north of 300M data samples is resolved and returned (including transport from the cloud) in approximately a minute with BigQuery as the time-series provider.

When data is returned to the notebook, wrangling, inspection and analytics is immediate.

#knowledgegraphs #timeseries #rds #python #dataframes #polars #plotly