Further Tabular EDA

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Outliers, Errors, Correlations, Patterns, and their connection to potential ML methods.

• [x] Sum stats for financial statement variables
• [x] Average Altman's Z by Rating
• [x] Rating by Sector
• [x] Statistic on stationarity of rating (rating is often previous rating) for credit ratings section