Soft Story Data EDA

[oscarsyu]

Context

The soft story dataset is at the heart of this project and allow users to search against a database of possible soft story buildings.

The output from this analysis is a general "state of the union" report:

Please analyze this dataset along these dimensions:

• Is the data usable?

• Is the data's coverage good?

• General EDA on soft story housing - what are our data distributions, do we see any correlations/patterns within this dataset

• understand what each of the soft stories mean, are there some types we need to focus on? For Tier 3 -> is there a pattern to them?

• check coverage and estimate how much of SF is covered by this dataset

• Anything interesting you find

Definition of Done

• a finished report/notebook on your assessment of the quality of the data
• Review the results at a meeting with the eng team for discussion.

Engineering Details

• Please also work with the person who is building the centralized documentation on metric definitions and citations

[mackcooper1408]

I think this looks good, let's just shift some of the points you have in DoD down into Engineering Details and leave the DoD as explicit outcomes that are expected from this task (i.e. documentation that lays out x, y, and z...)

[gh-ppolk]

Datasets are listed here