Abstract: An apparatus for, computer software for, and automated method of predicting security price fluctuations comprising identifying potentially relevant news and government information relating to the security, parsing the potentially relevant news and government information, determining relevance of the potentially relevant news and government information to the security, and predicting a price move strength and direction for the security based upon relevance.

Abstract: A method (and non-transitory, computer readable medium comprising computer-readable code) for predicting a financial crisis event (and/or geopolitical risk), positive or negative, comprising receiving from a user a date range and a geographical scope of interest, aggregating prediction data from the date range and geographical scope from one or more of the asset classes currency, bond, commodity, and stock, automatically determining changes over time within the date range of one or more statistical analysis values of the aggregated prediction data selected from mean, median, mode, difference of means, standard deviation, variance, tolerance levels, skewness, kurtosis, inflection points and Bayesian analysis, and automatically reporting to the user a change outside of predetermined expected parameters.

Abstract: An apparatus for, computer software for, and automated method of predicting security price fluctuations comprising identifying potentially relevant news and government information relating to the security, parsing the potentially relevant news and government information, determining relevance of the potentially relevant news and government information to the security, and predicting a price move strength and direction for the security based upon relevance.