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Structured Fields Organization

Learn methods of capturing key metrics, maintain consistency, determine themes, and track emerging themes. Explore counting categories, building structured fields, and utilizing ratios in predictive modeling.

sebastian-mckenzie
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Structured Fields Organization

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  1. Structured Fields Organization

  2. Structured Field Organization • Capturing Key Metrics • Building Structured Fields • Role in Predictive Modeling

  3. Capturing Key Metrics • Maintain consistency in sources • Determine key themes • Tracking key themes • Finding emerging themes

  4. Methods for Capturing • Identifying important metrics • Counts over time • Ratios • Key themes • Emerging themes

  5. Counting Categories

  6. Category Contents

  7. Building Structured Fields • Counting occurences • Using 0/1 flags and Sum • Comparisons over time • Relevant ratios

  8. Structured Fields in Modeling • Counts and ratios • Predictors or outcomes/targets • Perform like other numeric predictors • Extreme values a potential issue

  9. Structured Fields in Modeling • Categorical fields • Keep categories standard if feasible • Quality • Value • Special handling for new themes

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