- Add integration with the Databricks platform (by copying static files to appropiate locations and referring them in the HTML rendered by Jinja2)
Let the user choose correlation threshold for variable rejection- Create test suite
Check support for other pandas / Spark versions- Add support for complex Spark SQL data types (
ArrayType,StructTypeandMapType) - Add verbosity option/progress bar (since profiling in large tables can be eternal)
- Add support for infinite values
- Generate
.describe()-like dataframe for non-browser users - (Long term): drop pandas dependency