AroniSmartIntelligence™: Sentiment Analytics

AroniSmartIntelligence™, the leading advanced statistics, business intelligence, bayesian networks modeling, text analytics and big data mining tool built for MacOS has become even more powerful, with cutting edge Statistics , Econometrics, Data mining, Bayesian Network Models, Text Analytics. and Big Data analytics.

Optimized modules on Data and Big Data mining, Unstructured Text Analytics, Sentiment and Emotion Analytics, and Bayesian Statistics.

Researchers, Scientists, Engineers, Students, Teachers, Economists, Political Analysts, Business Analysts,

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StarBucks' best coffee from Colombia

After a steady decline since the beginning of the year, the price of coffee stocks has been on the upward trend over  the last three months or so. AronismartInvest in Action™ has flagged the trend based on the stock price movement for the companies heavily influenced by the coffee beans' performance. Among the stocks to watch are:  

Many economic indicators  appear to confirm the trend:

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AroniSmartIntelligence™, the leading advanced statistics, business intelligence, research and data mining tool built for MacOS has become even more powerful, with cutting edge statistics and data mining and Big Data analytics optimized the modules on Data and Big Data mining, Unstructured Text Analysis, Sentiment and Emotion Analytics, and Bayesian Statistics.

Researchers, Scientists, Engineers, Students, Teachers, Economists, Political Analysts, Business Analysts,

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President Juvenal Habyarimana, First Lady Agathe,  relatives and friends celebrating 50th Birthday at a Church in 1986

Late Rwandan President General Juvénal Habyarimana and Burundian President  Cyprien Ntaryamira were assassinated on the evening of 6 April 1994. Their assassination  was the catalyst for unprecedented ethnically based massacres. At the and of the massacres, millions of Rwandans, from Hutu and Tutsi ethnic groups were killed. The assassination and the massacres that followed set off a regional  humanitarian catastrophe whose consequences are felt even today, 22 years later. One can safely say that the assassination of Juvenal Habyarimana and Cyprien Ntaryamira has led to 7 million deaths, based on estimates from the NGOs, experts and, most importantly, the United Nations. 

The question however is not about the numbers. The major question is why no one, so far has been held  criminally and civilly accountable, except

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Summary of What's New in The Latest Version of AroniSmartIntelligence™ 

  • A cutting edge data mining and analytical module for unstructured text. The text may be coming from several sources, including business, markets, investment, economic and general news and RSS feeds, social media, web reviews and others.
  • Using advanced string to word processing or Naïve Bayes Multinomial text mining algorithms, evaluators and search algorithms, AroniSmartIntelligence has now full capabilities to mine text, identify most predictive words and make perform regressions.
  • The evaluators implemented include: CFS Evaluator, Correlation , Gain Ratio Attribute , Info Gain Attribute , One R Attribute Principal Component Analysis (PCA), and Relief Attribute. The search algorithms include Best First, Greedy Stepwise, and Ranker.
  • On top of regression and Bayesian analytics, the Test Analysis output includes a cloud of tags or words that highlights in a intuitive, 
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