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This approach is based on mapping algorithms and a common data format definition.
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While we provide the scripts and data format definitions necessary to complete this stage of the pipeline, it involves manual processing of the assembly and is therefore optional.
QsarDB data format clearly distinguishes between descriptor definition and descriptor calculation.
In this particular case, the PFT data format has remained constant for >10y, but changes in the format or the data element definitions would require revision to the extract, transform, load process as well as the regular expressions.
Figure 1 Data format.
QsarDB data format is storage independent.
What data format do you use?
Earth Observation Satellites-Hierarchical Data Format.
The data format was pkl.
More information on the data format is on the data format page.
The data format is given below.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com