implemented xb.plot_bitinformation for 16- and 64-bit inputs

[kar-hik]

So this code is basically analyzing a dataset by looking at the information content of each bit in the dataset along the longitude dimension. The xb.get_bitinformation() function calculates the amount of information that each bit holds in the dataset.

Next, the code sets a threshold for the amount of information that each bit should have. This threshold is based on the maximum value of the 64-bit range of the dataset.

Then, the code selects only the bits that have an information content above this threshold and stores this information in a new variable info_per_bit_cleaned.

Finally, the code plots the information content of each bit position in the dataset along the longitude dimension, using the matplotlib package. It also adds a line representing the threshold and formats the plot with axis labels and a title.

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[aaronspring]

Please use .plot() only on xr.DataArray and not xr.Dataset, see error in https://readthedocs.org/projects/xbitinfo/builds/20006086/

[observingClouds]

Hi @kar-hik,
Do you understand the error message that @aaronspring has linked here? You can also look at this error report. You basically want to change the call to something like info_per_bit_cleaned[<variable>].plot(ax=ax,yincrease=False).
It would be great if you could solve this issue.

[observingClouds]

Superseeded by #218