Determining investment opportunity

A computer program product comprising program instructions stored on a non-transitory computer readable storage medium, the program instructions executable by a processor to cause the processor to perform a method comprising:

• receiving a plurality of local opportunity index (LOI) indicator values representing a plurality of categories of development for a geographical community;
• removing noise from the LOI indicator values;
• generating an LOI score based on the LOI indicator values having the noise removed, wherein the LOI score is based on a plurality of LOI indicator scores corresponding to a plurality of types of the LOI indicator values;
• generating a plurality of projected LOI indicator values corresponding to the plurality of LOI indicator values, based on an incomplete set of publicly available data, by training a machine learning model using historical projections of LOI;
• presenting an interface comprising the LOI score, the plurality of LOI indicator values, and the plurality of projected LOI indicator values;
• receiving one or more alternate LOI indicator values via the interface;
• generating a multivariate scenario analysis comprising a new LOI score based on the LOI indicator values, one or more of the plurality of projected LOI indicator values, and the alternate LOI indicator values;
• and
• generating an investment recommendation based on the new LOI score and a specified resource amount.

A system comprising:

• a computer processing circuit;
• and
• a computer-readable storage medium storing instructions, which, when executed by the computer processing circuit, are configured to cause the computer processing circuit to perform a method comprising:
• receiving a plurality of local opportunity index (LOI) indicator values representing a plurality of categories of development for a geographical community;
• removing noise from the LOI indicator values;
• generating an LOI score based on the LOI indicator values having the noise removed, wherein the LOI score is based on a plurality of LOI indicator scores corresponding to a plurality of types of the LOI indicator values;
• generating a plurality of projected LOI indicator values corresponding to the plurality of LOI indicator values, based on an incomplete set of publicly available data, by training a machine learning model using historical projections of LOI;
• presenting an interface comprising the LOI score, the plurality of LOI indicator values, and the plurality of projected LOI indicator values;
• receiving one or more alternate LOI indicator values via the interface;
• and
• generating a multivariate scenario analysis comprising a new LOI score based on the LOI indicator values, one or more of the plurality of projected LOI indicator values, and the alternate LOI indicator value;
• and
• generating an investment recommendation based on the local opportunity index and a specified resource amount.