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Hypothesis, Raw Original Data Drop, Data Exploration Tool, Dataset Catalog…

- - - - Impute ragged edge data to current (forecast)
      - Upfill to Monthly
      - Interpolation and Extrapolation Methods # #
        
        Mean/Median FDW
        
        ARIMA
        
        ....
      - Make Stationary
        
        Generate Metadata
        
        Clean (csv)
        
        Compile X,y as one dataset (csv or json)
        
        Generate Metadata
        
        Hypothesis id, revision number, X,y
        
        1a. Feature Importance #
        
        1 more item...
        
        Curate dataset
        
        2 more items...
        
        -processing step:
        1. TS cleaned no fill 2. TS cleaned with fill 3. TS cleaned with extra fill
        -fill methods
        -sourceid
        -stationary (diff, diffn, difflog)
        
        Decide how to make stationary
        
        Stationarity check
      - Impute to monthly frequency (predict)
- - - - Data Catalog
        
        Data Catalog (Json) Template
    - - Category/Tag: GDP, Import, Export, Consumer Price,
        
        https://en.wikipedia.org/wiki/Federal_Reserve_Economic_Data
      - Geographies
      - frequency : D, M, Q, A, W
      - ...
      - id format