Alex Pinard

Currently we are specifying version 3.3.3 of matplotlib because later versions (3.4.3 at the latest) are not compatible with convert.py, causing a number of tests to fail.

Fix group_by issues

3

we want to group_by before we calculate metrics, not after. We could possible add an option to do either, but see odds_positive and standardized_mean where the values are very different...

more general function to compare calculations

2

specify list of calculations and datasets, perform calculations on each dataset and print out answers like compare state but more general - make compare stats a special case of this...

Create new notebook for the lower-level api

1

The notebook should users how to set up the Plot object, create their own Metrics objects and access the metrics data.

Add support for se datasets

2

This will require reworking some of the metrics functionality, and adding some new plot functionality as well.

Not sure if we want to keep all the existing functionality, but we do want to create a new function that accepts a metrics object and does the plotting (one...

Add option to change spatial point color if location is deemed "significant"

1

based on zscore or annual_harmonic_relative_ratio