Back to Investing with AroniSmartInvest in Action™: will market sentiment analytics help

In less than three weeks, Summer will be over. The transition period between Summer and Fall  is usually an exciting time for investors, as they are back from their hard earned vacation and had had time to reflect on their investment strategy.  A few things are awaiting the investors.

First, the positive trends:

•  After a scary dip in July, the Dow Jones Industrial Average (^DJI) has recovered and  jumped to above the pre-summer levels: 17,780.82 on June 22, to 18,495 on August 10, 2016, after  the dip to

AroniSmartInvest in Action™

Summer is around the corner. For most savvy investors, it is time to review their stock portfolio and eventually change the mix. With all the sectors, except perhaps energy  up, investors may be faced with dilemma: buy more or diversify?  In fact, most economic indicators point to a continued momentum in the second and third quarter. April New Home Sales, April Pending Home Sales , and April Durable Orders all  beat expectations. Even the indicators that missed, such as GDP growth, did not by much. One caveat is the much anticipated decision by the FED to raise interest rates. It may be possible that the

Rwanda Stock Exchange

A Canadian investment company that has promised to leverage opportunities in the war ravaged county of the Democratic Republic of the Congo (DRC) recently averted bankruptcy, thanks to a last minute lifeline funds guaranteed by the governments of Great Britain, France, and Spain.

At the same time, after initial bonds, whose prospects of return remain brisk at the best, the Rwandan government has been issuing new bonds, with rosy promises to would be investors.

Questionable Investment Goals in DRC

In DRC,  the funds of $35 million bought shares, amounting to 60% of the Toronto-listed Feronia Inc. Feronia Inc. was founded in 2008 by

The United States economy grew faster than previously thought in the second quarter of 2014, the Commerce Department said on Thursday, August 28, 2014. The latest numbers confirm the signs of a sustainable growth and the continued positive outlook of the US economy. Reacting to the news, President Obama expressed his satisfaction and said that “companies are investing, consumers are spending...There are reasons to feel good about the direction that we are headed"

The growth was fueled by several factors including manufacturing, increased investment by businesses, and foreign trade.

AroniSmartIntelligence™: Decision Tree Module

AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics,  NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. To support NLP Text and Sentiment analysis, a new capability has been recently added: Speech-to-Text Transcription. Now the AroniSmartIntelligence version will also include a critical capability: Decision Trees, complementing the usual Bayesian Network  and Regression classification tools. 

Decision Trees will help solve the various problems related to classification built on big data and fuel data science insights. 

AroniSmartIntelligence™: Marketing Mix and Multitouch Attribution Models Results

AroniSmartIntelligence ™ is one of the most advanced analytics tools with Machine Leaning, Data Science, Statistics, Econometrics,  NLP Text and Sentiment analysis, Neural Network, and Support Vector Machine capabilities. Many users have been asking questions on how to use the tool for some key modeling needs. One of the increasing predictive modeling needs focus Marketing Mix Analytics (MMx) and Multi Touch Attribution (MTA).

The following sections covers the approach to use AroniSmartIntelligence to build the two types of models:  MMx and MTA.