Data Requirements: Identify the information you will need to build a predictive model to assess the first$-$year profitability of the five new green$-$energy organizations.

Identify the independent and dependent variables.

Predictive Model: Identify an appropriate regression algorithm to analyze the research data and build a predictive model.

Determine whether your predictive model should generate a binary categorical data output or ratio scale $($quantitative$)$ data output.

Which regression model is most suitable for a binary categorical output?Which regression model is most suitable for a ratio scale output?

Recommendation: Recommend a predictive model to assess the first$-$year profitability of the five new sustainable organizations based on the analysis of the historical data. Customize the details of your recommendation based on the two audiences, the CIO and the BA team.

Justify your choice of predictive model.How would you share your recommendation with the CIO?

What information about the data set and the model would be important to share with the CIO?

How would you share your recommendation with the BA team?

What information about the data set and the model you chose would be useful for the BA team?