running new data formats needs adapting to diverse and regularly evolving data styles, for example unstructured or semi-structured data, which can not suit standard data processing procedures. all the mistake results are shown underneath in the form of symmetric imply absolute proportion mistake (SMAPE), computed as follows: A database management